MAHIMA JOHN

Bioinformatician | Clinical Data Analyst | AI-ML in Genomics

Churu, Rajasthan

Professional Summary

Innovative bioinformatician with expertise in clinical data management, AI/ML-driven genomic analysis, and healthcare informatics. Strong background in lung cancer research, medical teaching, and large-scale biological data interpretation. Proven skills in R, Python, and bioinformatics tools to drive research insights and data-driven outcomes.

Core Competencies

• Clinical & Genomic Data Analysis
• AI/ML in Bioinformatics
• Medical Informatics & Predictive Modeling
• Programming: Python (Biopython), R, SQL
• Data Visualization: Seaborn, Matplotlib, ggplot2
• Tools: BLAST, FASTA, Bioconductor
• Cloud Data Integration & Big Data
• Scientific Writing & Research

Experience

AI-ML Bioinformatics Researcher (Intern)

Biotechnika | 2025 – Present

• Developed ML models for cancer genomic datasets.
• Integrated clinical and genomic data for research insights.
• Applied Biopython & R in automated bioinformatics pipelines.

Professor – Bioinformatics & Medical Informatics

Espero Institute | 2023 – Present

• Led courses in genomics, clinical data analysis, and AI in healthcare.
• Mentored research on computational biology, including lung cancer studies.

Lecturer – Molecular Biology & AI

St. Victoria School | 2022 – 2023

• Taught genetics and AI applications in bioinformatics.
• Conducted R workshops for healthcare data analysis.

Professor – Data Science & Genomics

Career College, Bissau | 2021 – 2022

• Delivered projects integrating ML and genomic data analysis.
• Initiated patient-centric predictive analytics using clinical informatics.

Education

M.Sc. Cell & Molecular Biology

University of Technology, Jaipur | 2019 – 2022

CGPA: 7.89 | Focus: Genomics, Bioinformatics, AI in Medical Research

Certifications

• AI-ML in Genomics – Biotechnika
• Machine Learning for Healthcare – Biotechnika
• Advanced Python for Bioinformatics

Research Projects

• Lung Cancer Genomics (2023)
• Applied ML to identify gene expression biomarkers in LUAD datasets.
• Enhanced analysis speed by 20% using AI-integrated pipelines.
• Clinical Data Modeling
• Built predictive models using patient health records and statistical ML.

Memberships

• Bioinformatics Society of India
• Medical Informatics Research Group

Skills: Clinical & Genomic Data Analysis, AI/ML in Bioinformatics, Medical Informatics & Predictive Modeling, Programming (Python – Biopython, R, SQL), Data Visualization (Seaborn, Matplotlib, ggplot2), Tools: BLAST, FASTA, Bioconductor, Cloud Data Integration & Big Data, Scientific Writing & Research

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Cover Letter:

**Mahima John**
Churu, Rajasthan, India
[Phone Hidden]
[Date 26/05/2025]
**Hiring Manager**
Panacea Medical Technologies Pvt. Ltd.
Bangalore, India
Dear Hiring Manager,
I am writing to express my keen interest in the Clinical Research Associate position at Panacea Medical Technologies Pvt. Ltd., as advertised on Biotecnika. With a strong academic background in , M.Sc. in Cell and molecular biology] and 2 years of hands-on experience in clinical trial monitoring and data analysis, I am confident in my ability to contribute significantly to your esteemed organization’s ongoing commitment to advancing cancer treatment technologies.
Panacea’s pioneering work in developing indigenous radiotherapy equipment, such as the BHABHATRON-II Telecobalt Unit and the SIDDHARTH-II Linear Accelerator, has not only revolutionized cancer care in India but also extended its impact globally. The company’s collaborations with premier institutions like BARC, AIIMS, and TMC underscore its dedication to innovation and excellence in medical technology.
In my previous role at [Your Previous Company], I was responsible for:
– Monitoring clinical trials to ensure compliance with ICH-GCP guidelines and local regulations.
– Coordinating with principal investigators and site staff to facilitate smooth study conduct.
– Analyzing clinical data and preparing comprehensive reports for regulatory submissions.
– Conducting site initiation and close-out visits, ensuring adherence to study protocols.
My proficiency in tools like [List Relevant Tools, e.g., MS Excel, PowerPoint] and my ability to communicate effectively with cross-functional teams have consistently resulted in successful project outcomes. I am particularly drawn to Panacea’s mission of providing cost-effective and high-quality cancer treatment solutions, and I am eager to contribute to this noble cause.
I would welcome the opportunity to discuss how my skills and experiences align with Panacea’s goals. Thank you for considering my application.
Sincerely,
**Mahima John**

PROFILE SUMMARY

Bioinformatics: Aspiring Bioinformatics professional with a proven track record of success in conducting thorough research and manipulating intricate data sets; skilled in complex biological or clinical data to extract valuable insights

Data Science: Adept in offering actionable insights, transforming business requirements into actionable models, designing algorithms, and developing data mining/reporting solutions that scale across massive volumes of structured/unstructured data

R/Python Scripting: Proficient in predictive modeling, data processing, and data mining algorithms, along with scripting languages including Python and R while utilizing Python libraries to analyze large/complex data sets

CLINICAL RESEARCH: Excellence in analysis and application of complex and large data sets, familiarity with several CLINICAL DATA MANAGEMENT software tools, and ability to search, review, and interpret advance scientific literature

WORK EXPERIENCE

Assistant Professor

Techno India Group, Siliguri Institute of Technology
Apr 2023 – May 2024

• Provided comprehensive instruction in Biology

Guest Faculty

Himalayan Nursing College & Nursing School
Apr 2023 – Apr 2024

• Provided comprehensive instruction in Biotechnology
• Utilized visual and audio aids to enhance student understanding
• Offered personalized instruction through interactive learning methods for each student
• Evaluated and documented student progress while providing grades and constructive feedback
• Collaborated with fellow educators and parents in regular meetings
• Planned and conducted both classroom-based and extracurricular educational activities and events
• Actively pursued professional development by attending seminars and conferences to expand skills and knowledge

Junior Research Fellow

Genomics Lab, Hyderabad
Mar 2022 – Jul 2022

• Executed genomic sequencing workflows on both Illumina and PacBio platforms

EDUCATION

• Masters in Applied Microbiology from Kalinga Institute of Industrial Technology, 2020 – 2022, 91.90%
• B.Sc. (Honors in Microbiology) from North Bengal St. Xavier’s College, 2017 – 2020, 80%
• 12th Standard from Siliguri Girl’s High School, 2017, 90.20%
• 10th Standard from Siliguri Girl’s High School, 2015, 92.14%

INTERNSHIPS

Explored AI/ML in Biology through a 30-day internship offered by Biotecnika in February 2025

Participated in a Data Science for Biologists program by Biotecnika in March 2025, featuring 4 months of hands-on training followed by a 6-month research program

4 MONTHS hands-on training on clinical research, clinical data management, pharmacovigilance

PROJECTS

• Different types of cancer metabolomic studies to identify the affected cascade and to come up with personalized medicine solution using CADD and Data Science.
• Conducted an exploration of the Shigella sp. GCP5 genome sequence to identify high pathogenicity islands and performed homology modeling of general secretion pathway (GSP) proteins

AWARDS & ACCOLADES

• Ranked 1st in Microbiology in the 2020 university examination
• Secured the 2nd rank in Microbiology in the 2020 university examination
• Awarded the National Scholarship Portal 2.0 – 2017 Siliguri Municipal Corporation Merit Award for WBCHSE (10+2) academic excellence
• Received the Justice Anup Deb Award for outstanding performance in the WBBSE (Class 10) examination
• Earned the Siliguri Jalpaiguri Development Authority Award for achievement in the WBBSE (Class 10) examination

SEMINARS

• Participated in a 3-day workshop on recombinant DNA technology organized by NBXC
• Attended a workshop on the application of microbiology in the modern world, organized by the Department of Microbiology of NBXC
• Completed a 1-day webinar on COVID-19: challenges and opportunities in clinical knowledge, research, and diagnostics, organized by DNA Lab, Dehradun, Uttarakhand

PERSONAL DOSSIER

• Date of Birth: 27th August 1999
• Languages Known: English, Hindi, and Bengali
• Address: Behala, Kolkata – 700063, West Bengal, India

DECLARATION

I hereby declare that the information stated above is accurate to the best of my knowledge.

Date: 19-05-2025

Signature:

Place: Behala, Kolkata

Name: SHREYASHI DHAR SARMA

SKILLS

MS Office (Word, Excel, PowerPoint), Programming Languages: Python, R, Genomic Data Analysis (RNA-Seq, WGS, ChIP-Seq, WES, scRNA-Seq), CADD, FastQC, Trimmomatic, BWA, Molecular Docking Software: Pathdock, Autodock, ClusPro Web Server, Database: NCBI, EMBL, DDBJ, SBI, I-TASSER, ALPHAFOLD, Swiss Model, PDB, EMBL, EXPASY, Cytoscape, ClustalW, Clustal Omega, STRING, MicrobiomeDB, ClinVar, etc., Version Control (Git/GitHub), Visualization: ggplot2, Seaborn, Matplotlib, Intuitive, Interpersonal Communication, Negotiation, Collaborative, Motivator, Superior Organization

“`

Cover Letter:

Shreyashi Dhar Sarma
Behala, Kolkata -700063
26/05/2025
Hiring Manager
Panacea Medical Technologies Pvt. Ltd
Malur, Karnataka
Respected sir/Madam
I am writing to express my interest in the Bioinformatics position at **Panacea Medical Technologies Pvt. Ltd** as advertised on Biotechnika Placement group With a strong academic background in Applied Microbiology and hands-on experience in Clinical research and clinical data management,computational biology, I am confident in my ability to contribute to your team and **Panacea Medical Technologies Pvt. Ltd’**s mission of advancing research and innovation in clinical research
I hold a Master’s Degree from Kalinga Institute of Industrial Technology with 9.19 CGPA and currently I am undergoing CLINICAL RESEARCH CUM CLINICAL DATA MANAGEMENT course from Clinindia,and an data science for Biologists course from Biotechnika where I am developing a solid foundation in Clinical research pipelines as well as data management,genomics, data analysis, and computational methods. I am also skilled in analyzing large biological datasets, including genomic, transcriptomic, and proteomic data, to identify patterns and provide actionable insights.
At my most recent position at Techno India Group I worked in the post of lecturer, not only that during my dissertation I have done the protein modelling and bioenegetics analysis of novel strain of Shigella sp. I designed and implemented workflows for data processing, quality control, and visualization, using tools like Modeller , R studio , Biopython, Additionally, I have experience in writing custom scripts for automating processes and optimizing data analysis pipelines, which improved both the efficiency and accuracy of our analyses.
I am excited about the opportunity to apply my skills in bioinformatics to **Panacea Medical Technologies Pvt. Ltd’**s innovative projects. Though my current Profession is not a industry job but rather a academic job, I want to convey the truth behind that. I had started my career in the year of 2022 before passing my Master’s as an junior research fellow at a genomics lab in Hyderabad which is mentioned in my resume, but unfortunately due to some medical issues of my parents I needed to come back to my hometown Siliguri as I am the only child, after that I didn’t stop working,my moto is whatever I will get I will grab and give my 100%. Now I shifted to Kolkata and want to move ahead towards my interest. I am confident that my combination of technical expertise and strong problem-solving skills would allow me to make a positive impact.
Thank you for considering my application. I would welcome the opportunity to discuss how my experience and skills can contribute to the continued success of **Panacea Medical Technologies Pvt. Ltd.** I look forward to the possibility of working together and am available at your convenience for an interview.
Sincerely,
Shreyashi Dhar Sarma

CURRICULUM VITAE

Kavya.R

Address: Vivekananda Nagar 1st Main Road, Ganapati Temple, Bangarpet, Karnataka

Summary:

A dedicated professional with a Master of Science in Molecular Biology seeking a position to utilize acquired knowledge and skills for humanitarian work in society.

Objective:

A job position that allows the maximum utilization of my education, acquired knowledge and skills in humanitarian work for the betterment of society.

Academic Qualification:

● Master of Science (M Sc) in Molecular Biology, Bangalore University Jnanabharathi campus in 2023 secured 75% CGPA.

Academic Project:

A STUDY ON PHYTOCHEMICAL ANALYSIS, ANTIBACTERIAL AND ANTIOXIDANT ACTIVITY OF ABELMOSCHUS ESCULENTUS (Okra) SEEDS.

Laboratory Practicals

● Biochemical Assays and Molecular Analysis (PCR technique).

● Adept in performing Immunoassays like ELISA, Kit based diagnostic tests.

● Plant Tissue culture – Anther, Seed, Stem etc.

● Chromatographic technology – Thin layer chromatography.

● Biochemical Assays for protein and carbohydrate estimation.

● Sterilization, Pasteurization & Gram Staining.

● Separation by SDS-PAGE and expressional studies, RAPD, RFLP techniques.

Skills:

● Laboratory Skills / Research Instruments – Light Microscope, pH meter, weigh balance, Gel electrophoresis, pipetting, sterilization, autoclaving.

● Biochemistry and Molecular Biology – RNA isolation, DNA isolation, RNA isolation, Gel Electrophoresis, Southern blotting, Western blotting and Spectroscopy.

● Computer Proficiency: MS Office, Advanced MS excel, Graphpad, GC-MS data interpretation.

● Other relevant skills – UV-Vis Spectrophotometry, Plasmid curing and good lab practices, Knowledge of Blood Draw.

Personal Attributes and Skills:

● Good communication skills.

● Empathetic and patience.

● Adapt to change.

● Ability to work under stress.

Internship Experience:

● Production of biological product at Biocon Biologics Limited, Bangalore (Upstream and downstream process).

● Current Good Manufacturing Practices (CGMP).

● PH calibrations and conductivity calibrations.

● Documentation, Standard Operating Procedures (SOP) and reporting.

● Coding for Biology in Biotecnika.

Seminars Attended:

● Paper titled – A Case study on water sanitation, health and hygiene at schools of Kolar Gold field – 3rd International Web Conference on Climate Change Impacts on Environmental and Biodiversity organized by Department of Environmental Science, Bangalore University June 2020.

Declaration:

I hereby declare that the information furnished above is true to the best of my knowledge.

Place:

Yours Sincerely,

Date: Kavya R

Skills: Laboratory Skills, Biochemistry, Molecular Biology, Computer Proficiency, UV-Vis Spectrophotometry, Good Communication, Adaptability.

“`

Cover Letter:

Respected Sir/Madam,
I am applying for the position Clinical Research Associate in Panacea Medical Technology Pvt. Ltd. I can perform – I’m a strong communicator and team worker. I’m the type of person who understands how vital my performance within the role is to the success of your company.
If I succeed in my application, I assure you that I will perform my all duties to an exemplary standard to quickly become a team member who contributes positively to the organization’s objectives.

Your faithfully,
Kavya R

**Trisha Banik**
*Kolkata-84, West Bengal*

A self-motivated GATE qualified post-graduate with a strong academic background and hands-on experience in microbiology, biotechnology, and bioinformatics. Adept at working in fast-paced environments, collaborating with teams, and ensuring quality results. Proficient in handling biosafety-level microorganisms, molecular biology techniques, and data analysis for pharmaceutical and life sciences applications. Passionate about contributing to research and development, quality assurance, and regulatory compliance in the pharmaceutical and biotechnology industries. Seeking a challenging role as a microbiologist, quality control analyst, or research scientist in a life sciences-oriented organization.

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**Skills & Strengths**

– **Technical Skills:** Research & Teaching, Microbiological Procedures, Bioinformatics Data Analysis, Genomic Sequence Alignment, Biochemical Assays, Chromatography, Spectrophotometry, Protein X-ray Crystallography.

– **Computational & Analytical Skills:** Using AI & ML tools in Biology for Data Analysis such as BLAST, MEGAX, MeV 2.0, UniProt, AlphaFold, Alpha Missense, and Swiss Model. Proficient in MS Office & Google Suite.

– **Soft Skills:** Effective Communication, Problem-Solving, Project Management, Marketing & Customer Relations, Order Processing and Inventory Management, Active Listening, Interpersonal & Collaboration Skills.

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**Industry Knowledge**

– Hands-on experience in Level II Biosafety Labs with safe handling of laboratory organisms.
– Proficient in DNA isolation and purification, cell culture handling, and media preparation.
– Expertise in Protein X-ray Crystallography and Polymerase Chain Reaction (PCR) techniques.
– Extensive experience in microbiological, histochemical, and immuno-techniques.
– Strong foundation in biochemical assays, genomic data analysis, and phylogenetic analysis.
– Preparation of Standard Operating Procedures (SOPs) and research documentation.

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**Academic Qualifications**

– **M.Sc. Biotechnology**
– *Year:* 2021
– *Institution:* Techno India University, West Bengal

– **B.Sc. Microbiology (Hons.)**
– *Year:* 2019
– *Institution:* University of Calcutta

– **Higher Secondary (10+2)**
– *Year:* 2014
– *Institution:* Kendriya Vidyalaya Ballygunge (CBSE)

– **Secondary (10th)**
– *Year:* 2012
– *Institution:* Kendriya Vidyalaya Ballygunge (CBSE)

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**Additional Certifications**

– Internship in AI & ML in Biology, Bioinformatics, and Computational Biology – Biotecnika (2025)
– Certification in Protein X-ray Crystallography – CSIR-IICB, under GOI Skill Development Programme (2024).
– Diploma in Information Technology Application – West Bengal Youth Computer Training Centre (2019).

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**Professional Experience**

**Operation Representative | Concentrix (TD SYNNEX)**
– Managed reseller and end-user accounts, ensuring accurate processing of purchase orders within SLA timeframe.
– Coordinated with vendors to track order status and delivery timelines.
– Contributed to sales targets by identifying upsell opportunities and offering tailored solutions.
– Ensured high customer satisfaction through proactive communication and issue resolution.

**Subject Matter Expert – Biology | Physics Wallah**
– Conducted online doubt-clearing classes for NEET and IIT-JEE aspirants.
– Assisted faculties in syllabus completion, test preparation, and material selection.

**Life Science Teacher | Sikhshani Teachers Bureau & Success Teaching Solutions, Kolkata**
– Designed interactive learning sessions to boost student engagement in biology.
– Evaluated student progress through daily practice papers and assessments.

**Academic Counselor | Gurusiksha, Kolkata**
– Guided students in setting and achieving academic and career goals.
– Conducted study skills workshops and academic success programs.
– Achieved company sales targets by effectively counseling students.

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**Project-Based Experience**

**Biotecnika Info Labs | Structural and Functional Impact of FABP1 Missense Mutations**
– Conducted computational homology modeling to analyze the impact of FABP1 missense mutations on protein structure and function.
– Utilized SWISS-MODEL and other bioinformatics tools to assess protein stability, ligand-binding affinity, and metabolic implications.

**Techno India University | Genome Characterization of HDAC in Plants**
– Analyzed transcriptomic data to identify differentially expressed HDAC genes under stress conditions.
– Designed experimental frameworks for plant growth stages and stress responses.

**Techno India University | Molecular Mechanisms of MDR-Bacteria**
– Conducted literature reviews and presented findings at scientific conferences.
– Managed team coordination and project submissions.

**Asutosh College | Colon Cancer Awareness Campaign**
– Led campaign organization, advised juniors, and won two prizes for event success.

**National Children’s Science Congress | Biofuel & Sustainable Development**
– Represented at the national level as the main speaker.
– Conducted field surveys and promoted research findings through poster competitions.

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**Notable Accomplishments**
– Qualified GATE 2024 – Biotechnology (AIR: 1427)
– Qualified GATE 2024 – Life Science (AIR: 1962)
– Won STAR PERFORMER Award at Concentrix for Best Associate of TD SYNNEX (2024).
– Represented at the National Level Children’s Science Congress (2013)
– Participated in the State-Level Social Science Exhibition under the Ministry of HRD, Govt. of India (2011)
– Ranked 3rd in State-Level International Science Olympiad (2008)

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**Keywords:** Research & Teaching, Microbiological Procedures, Bioinformatics Data Analysis, Genomic Sequence Alignment, Biochemical Assays, Chromatography, Spectrophotometry, Protein X-ray Crystallography, AI & ML tools, BLAST, MEGAX, MeV 2.0, UniProt, AlphaFold, Alpha Missense, Swiss Model, MS Office, Google Suite, Effective Communication, Problem-Solving, Project Management, Marketing, Customer Relations, Order Processing, Inventory Management, Active Listening, Interpersonal Skills, Collaboration Skills.

Cover Letter:

Dear Ma’am/Sir,

I hope this message finds you well.

I am writing to apply for the post of clinical research associate (CRA) in your esteemed organization.

I hold a Master’s degree in Biotechnology from Techno India University and a Bachelor’s in Microbiology from the University of Calcutta, both of which have provided me with a strong foundation in research and life sciences. Recently, I qualified for GATE in Biotechnology (AIR 1427) and Life Science (AIR 1962), further demonstrating my academic proficiency and commitment to advancing in this field.

I have also recently completed a certification course in Protein X-ray Crystallography as part of the Skill Development Programme by CSIR-IICB, Jadavpur. During this program, I gained hands-on experience in applying and handling analytical instruments such as X-ray Diffraction (XRD) and Fourier Transform Infrared (FTIR) spectroscopy, enhancing my expertise in structural biology, recombinant DNA technology, and protein biology. Along with the above certification, I have also completed my 3 months internship in AI ML in Biology, Bioinformatics & Computational Biology Training Program. Additionally, my research work on genome characterization of HDAC in plants and the study of molecular mechanisms of MDR bacteria has equipped me with expertise in plant molecular biology, microbiology, bioinformatics, experimental design, biosafety operations, and data analysis.

Beyond my technical qualifications, I have gained significant experience as a Subject Matter Expert and Life Science Teacher, where I developed strong communication skills, particularly in simplifying and conveying complex scientific concepts effectively. I am also well-versed with Microsoft Office packages, particularly MS-Excel and MS-word, as I have completed my 1-year diploma course in Information Technology Application. Currently, I am working in an MNC which have strengthened my data analysis and project management skills as well.

I look forward to the opportunity to discuss how my skills and expertise can contribute to your company. Thank you for considering my application.

Warm regards,
Trisha Banik
M.Sc Biotechnology
GATE-BT 2024 AIR-1427 and GATE-XL 2024 AIR-1962

Prafulla Srivastava

Profile

Dynamic and passionate biotechnologist with a strong foundation in both wet and dry lab practices. Proficient in
handling advanced laboratory instruments and techniques, including SDS-PAGE, chromatography, plant tissue
culture, and in silico gene characterization. Actively participated in esteemed national and international
conferences, showcasing research aptitude and networking with global experts. Completed comprehensive training
programs in biotechnology, enhancing technical and analytical skills. A well-rounded individual with leadership
experience in cultural events, demonstrating exceptional teamwork and organizational abilities. Driven to excel in
innovative biotechnological research and contribute to groundbreaking advancements.

Professional Experience

2024/06 – 2025/05
Project on Machine learning approach to find novel anti-diabetic drug from natural sources
Biotecnika Info Labs Pvt Ltd
Role: Research Associate/Project Lead

Responsibilities:

– Designed and implemented a data-driven workflow integrating machine learning models
and bioinformatics tools for drug discovery.
– Curated and pre-processed datasets of natural compounds, including their
physicochemical properties, ADME profiles, and bioactivity data.
– Extracted molecular descriptors such as molecular weight, LogP, and Ali Log S using
cheminformatics tools like RDKit and SwissADME.
– Developed and validated predictive machine learning models (Random Forest, Decision
Tree, Linear Regression) to evaluate compound efficacy and drug-likeness.
– Conducted statistical analysis and visualization of data using Python

2022/06 – 2022/07
Lucknow, India
Trainee
Experiome Biotech Private Limited

Completed training in biotechnology, acquiring expertise in wet lab techniques such as
SDS-PAGE, chromatography, plant tissue culture, microbiology lab culture, and agarose
gel electrophoresis. Proficient in dry lab practices like in silico gene family
characterization. Skilled in laboratory protocols, data analysis, and molecular biology
research methodologies.

2024/08 – 2025/03
Trainee
Biogrademy

Learning basics of python and bio python libraries

2022/02
Lucknow, India
Trainee
CytoGene Research & Development LLP

Training of basic bioinstrumentation tools like protein quantification assays, Agarose gel
electrophoresis and DNA extraction from various sources

Student Coordinator
Apni Pathshala, SRMU

Part of CSR initiative of the University at Apni Pathshala runs for taking care of primary
studies of the students of surrounding villages

2025/01 – 2025/06
Project Dissertation
National Centre for Cell Science

– Investigated the role of secretory PD-L1 (secPD-L1) in modulating T-cell exhaustion
and apoptosis using Jurkat E6.1 cell line models
– Designed and optimized Western blot, pull-down assays, and co-immunoprecipitation
to analyze PD-L1/PD-1 and FBXO family protein interactions
– Hands-on experience in protein concentration (cut-off 3kDa), SDS-PAGE, PVDF
transfer, antibody probing, and chemiluminescence detection
– Performed ELISPOT/activation assays and used Jurkat + co-culture systems to validate
secretory PD-L1’s functional role

Education

2023/07 – present
Hisar, India
M.Sc. Biotechnology
Guru Jambheshwar University of Science and Technology

Highly motivated MSc Biotechnology graduate with hands-on experience in advanced
laboratory techniques, including column chromatography, centrifugation, SDS-PAGE,
PCR, UV spectroscopy, and agarose gel electrophoresis. Proficient in handling laboratory
equipment with precision and adhering to strict safety protocols. Actively participated in
multiple national and international conferences, showcasing research work and engaging
with global scientific communities. Demonstrates strong analytical skills, a commitment
to innovation, and a passion for contributing to cutting-edge biotechnological
advancements.

2020/08 – 2023/06
Barabanki, India
B.Sc. (Hons) Biotechnology
Shri Ramswaroop Memorial University

Skills

– PCR
– Chromatography
– Gel electrophoresis
– HPLC
– Protein Purification
– Cell Proliferation Assays (MTT, CCK-8)
– Machine learning
– Cell cultures
– Python
– Molecular Cloning
– Immunoprecipitation (IP)
– Scientific Writing

Languages

– English
– Hindi

Certificates

– Volunteer at AMI International Conference 2024
– Best Actor Award at Freshers Harmony 2022 at SRMU
– Coordinator at Shaswat Fest at SRMU
– Certified in HPLC, GC, and PCR handling
– Part of NSS Republic Day parade
– Sports Coordinator at Annual Sports Fest Ullas 2023 at SRMU
– Student Coordinator International Conference on Advances in Cancer Biology, Prevention & Therapy, SRMU 2022

Cover Letter:

Prafulla Srivastava
Ayodhya, Uttar Pradesh 224001

Date: May 26,2025

To,
The HR Department
Panacea Medical Technologies Pvt. Ltd.
Malur, Near Devanahalli, Karnataka

Subject: Application for the Position of Clinical Research Associate

Dear Hiring Manager,

I am writing to express my keen interest in the Clinical Research Associate (CRA) position at Panacea Medical Technologies Pvt. Ltd., as advertised on Biotecnika. With a robust academic foundation in Biotechnology and hands-on experience in both wet and dry lab environments, I am confident in my ability to contribute effectively to your clinical research team.

Currently, I am pursuing my M.Sc. in Biotechnology from Guru Jambheshwar University of Science and Technology, and I am engaged in my project dissertation at the National Centre for Cell Science (NCCS). My research involves functional validation of the secretory PD-L1 (secPD-L1) protein in immune modulation, using techniques such as Western blotting, ELISPOT, co-culture assays, and flow cytometry. Additionally, I am working on a machine learning-based anti-diabetic drug discovery project with Biotecnika Info Labs Pvt. Ltd., where I developed predictive models using molecular descriptors and cheminformatics tools.

My experience has allowed me to develop a deep understanding of clinical research methodologies, data integrity, GCP guidelines, and regulatory compliance. I am well-versed in data collection and statistical analysis using Python, and possess strong skills in documentation, communication, and interdisciplinary collaboration.

Panacea Medical Technologies’ commitment to advancing medical technologies through clinical excellence aligns perfectly with my career aspirations. I am excited about the opportunity to contribute to your mission and gain valuable experience in clinical trial execution, monitoring, and reporting.

I have attached my resume for your consideration. I would be grateful for the opportunity to discuss my application further and demonstrate how I can contribute to your clinical research operations.

Thank you for considering my application. I look forward to the opportunity to contribute to your esteemed organization.

Warm regards,
Prafulla Srivastava

Divya Prabha

Student/Project Trainee

Summary

Divya Prabha is a dedicated individual with a strong background in Biotechnology and hands-on experience in various projects and internships. Her academic achievements and practical skills make her a valuable asset in the field.

Education

Bachelor of Science (Hons), Shri Ramswaroop Memorial University

M.Sc. Biotechnology, Maharshi Markandeshwar Deemed to be University

Professional Experience

Project Trainee, National Institute of Biologicals

• Handling of mouse and experimentation.
• Vaccine testing.
• Working in in-vivo bioassay laboratory and animal facility.
• Learning to perform pyrogen test and Abnormal toxicity test.

Project, Maharshi Markandeshwar Deemed to be University

• Basic tools and techniques.
• Done minor projects on Development of Immuno chromatographic chip for instant diagnosis of Scrub Typhus.
• Advanced instrumentation in microbiology and molecular biology.

Internship Student, Experiome Biotech Private Ltd.

• Molecular biology techniques.
• DNA/RNA isolation and manipulation.
• Tissue culture.
• In silico gene family characterization.
• Bioinformatics tools.
• Plasmid isolation and cloning.

Coordinator, Freshers and Ullas Fest, Shri Ramswaroop Memorial University

• Facilitated communication between different departments in order to resolve issues quickly.
• Maintained calendars of upcoming events, meetings, and deadlines.
• Created and maintained accurate records of departmental activities, including budgets, personnel, documents, and timelines.

Skills

Mouse Handling, Vaccine Testing, Pyrogen Testing, Molecular Biology, DNA/RNA Isolation, Tissue Culture, Bioinformatics, Plasmid Isolation, Event Coordination

“`

Cover Letter:

Divya Prabha
Barabanki, UP, India

Date: 26th May 2025

To,
The HR Manager
Panacea Medical Technologies Pvt. Ltd.
Malur, Kolar District
Karnataka, India

Subject: Application for Clinical Research Associate Position

Dear Hiring Manager,

I am writing to express my keen interest in the Clinical Research Associate position at Panacea Medical Technologies Pvt. Ltd., as advertised on Biotecnika. With a solid academic foundation in biotechnology and hands-on experience in preclinical and molecular research, I am confident in my ability to support your clinical team and contribute meaningfully to the advancement of medical technologies.

Currently, I am pursuing my M.Sc. in Biotechnology from Maharshi Markandeshwar Deemed to be University, with a strong academic and research track record. As a project trainee at the National Institute of Biologicals, I have gained practical experience in vaccine testing, in-vivo bioassay experiments, toxicity studies, and handling laboratory animals, aligning well with clinical trial monitoring and data accuracy responsibilities outlined in the job description.

In addition, my academic project on the development of an immuno-chromatographic chip for Scrub Typhus detection has enhanced my skills in diagnostics and biomedical innovation. I am also familiar with molecular biology tools, bioinformatics platforms, and gene family characterization from my internship at Experiom Biotech.

I bring strong communication and coordination skills developed during my tenure as an event coordinator, where I ensured inter-departmental collaboration and managed detailed documentation.

I am enthusiastic about the opportunity to grow as a CRA at Panacea and contribute to your commitment to quality clinical research and GCP compliance. Thank you for considering my application. I would welcome the opportunity to further discuss how my skills and experiences align with your team’s goals.

Yours sincerely,
Divya Prabha

Introduction Summary

ADITI SARKAR is a dedicated and passionate final year Integrated M.Sc. Biotechnology student at St. Xavier’s College, Kolkata. With a strong academic background and hands-on experience in various biotechnology research projects, Aditi has demonstrated skills in drug discovery, genomics, and bioinformatics.

Professional Experience

Principles of Drug Discovery and Development; MSB Lab, IIT-Indore

Hands-on Training on Basics of Mice Handling and Research; IISER-Kolkata

Content Writing; Marpu Foundation

Admin work and Social Media Content Writing; SiC Organization

Observer; Deep Thought Pvt. Ltd.

Education

Final Year, Integrated M.Sc. Biotechnology; St. Xavier’s College (Autonomous), Kolkata; University of Calcutta

2020-2025

Academic Achievement

Jagadis Bose National Science Talent Search (JBNSTS) Bigyani Kanya Medha Britti (BKMB) Scholarship recipient; 2020-2025

Courses

Understanding Clinical Research: Behind the Statistics, University of Cape Town, Coursera

Data Management for Clinical Research, Vanderbilt University, Coursera

Projects

Statistical Risk Analysis of Diabetes with Lifestyle Choices

Description and Tutorial of Integrative Genomics Viewer (IGV)

Seminars & Workshops

Participation in Departmental and JBNSTS colloquium

Published Articles

Breaking the Cycle: How Stress Fuels PCOS Symptoms; Chiasma 2024, Edition XIV, Departmental Magazine of the Post-Graduate and Research Department of Biotechnology; SXC Kolkata

Skills

Drug Discovery, Genomics, Bioinformatics, Data Analysis, Project Management, Content Writing, Research, Hands-on Training, Seminar Presentations, Computer-Aided Drug Prediction, Molecular Docking

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Cover Letter:

Dear Recruiter,

I am excited to apply for the Clinical Research Associate position at your company.

I am particularly drawn to your company because of its commitment to advancing medical research and improving patient outcomes. I am impressed by the company’s innovative approach to clinical trials and its dedication to excellence.

Thank you for considering my application. I would welcome the opportunity to discuss my qualifications further and learn more about your team’s work.

Sincerely,
Aditi Sarkar

B S KRISHNAPREETHI

BIOTECHNOLOGIST

Thiruvananthapuram, Kerala

CAREER OBJECTIVE

Results-driven biologist with expertise in molecular biology, Computational Biology and genetic research. Experienced in designing and executing experiments, analyzing data, and documenting findings. Dedicated to advancing scientific knowledge and discovering innovative solutions to improve human health.

AREA OF INTEREST

Molecular Biology, Biomaterials, Tissue Engineering, Tissue culture, Recombinant DNA technology, Cell culture

TECHNICAL KNOWLEDGE

Research Skills

Ability to design and conduct experiments, collect and analyze data, interpret findings, apply biostatistics for data analysis (including experimental design and hypothesis testing), and present conclusions. Proficient in scientific writing to prepare research proposals, reports, and manuscripts.

Scientific skills

Fabrication of scaffolds using biomaterials, primary cell isolation and maintenance, cell line culture, immunotechniques, PCR, tissue culture, gene expression analysis, and biochemistry (enzyme kinetics, protein structure, metabolism).

Basic Laboratory Techniques

DNA and RNA isolation, Plasmid isolation, Polymerase chain reaction, Restriction digestion, nucleic acid quantitation via spectrophotometry, Agarose Gel electrophoresis, SDS, Fermentation, Media preparations, Staining techniques, Streaking, colony isolation, DNA sequencing.

Protein isolation and Purification techniques

Different chromatographic methods, Soxhlet extraction, Phytochemical screening techniques and Protein purification.

Fieldwork Skills

Experience conducting field surveys, specimen collection and environmental sampling.

Instrument Knowledge

Different types of thermocyclers, Phase contrast microscope, Incubator, Flash chromatography, Ultra centrifuge, Lyophilizer, Rotary evaporator, Spectrophotometers, Micro centrifuge and other basic laboratory equipments.

Computational and Data Analysis Skills

Artificial Intelligence (AI), Machine Learning (ML), Algorithms, Deep Learning, Neural Networks, Machine modelling, Data analysis

Computer Knowledge

Good computer knowledge on Word, Excel, power point, Graph pad prism, Adobe, Programming in Python and R.

Collaboration and Adaptability

Aptitude for working effectively in multidisciplinary teams and collaborating with researchers from different fields. Willingness to learn new techniques and keep up with advancements in the field of biology.

Scientific Writing and Communication

Strong writing and oral communication skills to convey research findings clearly to both scientific and non-scientific audiences.

EDUCATION

QUALIFICATION	NAME OF INSTITUTION	BOARD/UNIVERSITY	YEAR OF PASSING EXAM
M.Sc. Biotechnology	Department of Biotechnology	University of Kerala	2023
B.Sc. Biotechnology	Department of Biotechnology	University of Kerala	2021

PROJECTS COMPLETED

• M.Sc Project – Fabrication and Characterization of Chitosan/Gelatin/PVA/Hyaluronic acid composite scaffolds.
• B.Sc Project – Phylogenetic analysis and DNA barcoding of Aloe Vera.

EXPERIENCE

• Working as an Apprenticeship Trainee in Bioroot Exploration.
• Successfully completed 6 months internship in AI ML in Computational Biology at Biotechnika.

SEMINARS AND WORKSHOPS ATTENDED

• Workshop on Conservation, Cultivation and Sustainable Utilization of Medicinal Plants
• International Webinar on Biotechnology Recent Advances, Challenges and Opportunities ICB- 2022
• One-day Research Facility Training Program on Development and characterization of metal reduced carbon nanomaterials-composite nanofibrous membrane for paper-based optical biosensor for Malaria detection

CERTIFICATION

• International Webinar on Biotechnology Recent Advances, Challenges and Opportunities. Development and characterization of metal reduced carbon nanomaterials-composite nanofibrous membrane for paper-based optical biosensor for Malaria detection.

LANGUAGES

Fluent in Hindi, English and Malayalam, German (Beginner)

OTHER ACHIEVEMENTS

• Participation in 36th National Games Boxing Championship held in Gujarat during 2022.
• Participation in All India University Boxing Championship held in Meerut, UP during 2021.
• Participation in 5th Elite Boxing Championship held in Haryana during 2021.
• Participation in Youth National Boxing Championship held in Uttar Pradesh during 2018.
• Winner of 4 x Gold Medal in Kerala State Boxing Championship during 2018 to 2021.

DECLARATION

I hereby declare that the above-mentioned information is correct to the best of my knowledge and I bear the responsibility for the correctness of the above-mentioned particulars.

B S KRISHNAPREETHI

KEYWORDS: Molecular Biology, Biomaterials, Tissue Engineering, Tissue culture, Recombinant DNA technology, Cell culture, Biostatistics, PCR, DNA sequencing, Protein purification, Field surveys, Computational Biology, Artificial Intelligence, Machine Learning, Data analysis, Python, R programming, Collaboration.

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Cover Letter:

I am writing to express my strong interest in joining your laboratory and research programs. I recently completed my Master’s degree in Biotechnology from the University of Kerala, Karyavattom Campus, where I developed a profound interest in interdisciplinary research, particularly in the areas of molecular biology and tissue engineering. My educational journey and research experiences have shaped my aspiration to contribute to cutting-edge research in biotechnology and to advance my career as a researcher in your esteemed laboratory.

During my undergraduate studies, I conducted a project on Phylogenetic Analysis and DNA Barcoding of Aloe Vera. This research allowed me to delve into molecular techniques such as DNA extraction, PCR amplification, and sequence analysis, which were essential for understanding genetic diversity and species identification. The project sparked my fascination with molecular biology and genetics, driving me to explore further in this field.

My Post Graduate project, Fabrication and Characterization of Chitosan/Gelatin/PVA/Hyaluronic Acid Composite Scaffolds, provided me with hands-on experience in the synthesis and analysis of biomaterials. I employed various techniques such as FTIR, SEM, and XRD to evaluate the scaffold’s properties, which could have potential applications in tissue engineering. This experience enhanced my skills in material science and experimental design, and further deepened my understanding of the interdisciplinary nature of biotechnology.

In addition to my academic projects, I have actively participated in several seminars and workshops, including a Workshop on Conservation, Cultivation, and Sustainable Utilization of Medicinal Plants, an International Webinar on Biotechnology: Recent Advances, Challenges, and Opportunities (ICB-2022), and a One-Day Research Facility Training Program on Development and Characterization of Metal-Reduced Carbon Nanomaterials-Composite Nanofibrous Membranes for Paper-Based Optical Biosensors for Malaria Detection. These experiences have broadened my knowledge of current research trends and innovative technologies in biotechnology and have motivated me to pursue research that has both scientific and societal impact.

My career goal is to become a leading researcher in biotechnology, with a focus on developing innovative solutions to complex biological problems. I am particularly interested in the research areas of cancer metabolism and therapeutics, and I am keen to apply my skills in molecular biology, biomaterials, and data analysis to your laboratory’s ongoing projects. Your laboratory’s focus on mechanisms underlying aberrant metabolic processes in tumors and their therapeutic applications aligns perfectly with my research interests and long-term career aspirations.

I am particularly motivated to join your laboratory because of its strong emphasis on both fundamental and translational research. I am eager to work in an environment that fosters scientific curiosity, encourages innovative thinking, and offers opportunities for professional growth. I am confident that my background in biotechnology, combined with my passion for research, will enable me to make meaningful contributions to your team.

Thank you for considering my application. I am enthusiastic about the opportunity to contribute to your research and am looking forward to the possibility of joining your esteemed laboratory.

**Sonika Kumari**
New Delhi, India

Intro Summary: Sonika Kumari is a Creative Research & Data Management Specialist with expertise in clinical data management, research analysis, and regulatory compliance. She excels in translating complex data into actionable insights and is skilled in data visualization, technical coordination, and strategic planning. Sonika combines creativity with analytical precision to deliver impactful results.

**Professional Experience**

**Clinical Data Management Associate**
**Biotecknika | Dec 2025 – April 2025**
– Certified in Clinical Data Management, specializing in Caster EDC, GCP, ICH, and FDA regulations.
– Managed research regulatory compliance, clinical trials, and data analysis.
– Proficient in Veeva Vault for secure data handling and documentation.

**Senior Technical Coordinator**
**Water Mass System Pvt. Ltd., Mumbai | Dec 2025 – Present**
– Oversee team schedules, ensuring timely project delivery and operational efficiency.
– Support sales and technical teams by streamlining workflows and maintaining accurate records.
– Coordinate sales meetings, training sessions, and corporate events.
– Enhance customer satisfaction through effective issue resolution and strategic engagement.

**QA Associate & Research Analyst**
**Harshvardhan Laboratories, Pithampur | May 2022 – Dec 2024**
– Led quality assurance initiatives, ensuring compliance with GMP and SOPs.
– Conducted internal audits and regulatory reviews for production and R&D.
– Collaborated on formulation development, process validation, and batch record maintenance.
– Experience working with ERP, SAP, and track-wise systems.

**Project Associate (Research & Development)**
**Indian Institute of Technology (IIT) Roorkee | 2019 – 2021**
– Investigated bacterial degradation techniques using advanced lab methodologies.
– Gained hands-on experience with protein isolation, purification, and SDS-PAGE.

**Junior Research Fellow IIT Roorkee | 2018 – 2019**
– Specialized in biodegradation of aromatic compounds using GC-MS analysis.
– Conducted bacterial isolation, cloning, and protein expression experiments.

**Education**

– Master of Technology (M.Tech) | 2017
Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV), Bhopal – 7.92 CGPA

– Bachelor of Technology (B.Tech) | 2014
Jayoti Vidyapeeth Women’s University, Jaipur – 76.8%

**Key Skills**

Clinical Data Management & Research Analysis, Regulatory Compliance (ICH, FDA, GCP), Data Visualization & Reporting, Quality Assurance & Process Validation, Technical Coordination & Team Management, Microbial Isolation & Protein Purification, Bioinformatics (NCBI, BLAST, Clustal W), ERP, SAP, Track-wise System Proficiency

**Publications & Research Contributions**

– “Epigenetic Modification Through Acetylation in BDNF Gene & Potential New Treatment Targets in Type II Diabetic Retinopathy” – IJIRSET (DOI: 10.15680/IJIRSET.[Phone Hidden])
– “Scrutinizing the Proclamation of BDNF Gene in Retinal Tissue Lacking Epithelial Layer in Type 2 Diabetic Retinopathy” – ResearchGate (DOI: 10.13140/RG.2.2.[Phone Hidden])
– Additional research papers on supervillin, microRNA modifications, and epigenetic analysis.

Cover Letter:

I am very much interested in the Research Associate position and can join immediately. I hold a master’s degree specialising in biotechnology and have a solid background in clinical research, data management, and regulatory compliance. I am excited about the opportunity to contribute to your esteemed organisation.

As a Clinical Data Management Associate at fBiotecknika, I have honed my expertise in handling clinical trial data, ensuring adherence to **GCP, ICH, and FDA regulations, and utilising electronic data capture systems like Caster EDC, excel sheet preparation and Veeva Vault. **My experience extends to overseeing research compliance, conducting data analysis, and maintaining secure documentation practices.

In addition to my clinical data management experience, my tenure as a QA Associate and Research Analyst at Harvardhan Laboratories has equipped me with a strong foundation in quality assurance, GMP compliance, and regulatory reviews. Furthermore, **my research background at IIT Roorkee,** which focused on microbial isolation and protein purification, has strengthened my analytical and problem-solving abilities.
I am eager to bring my detail-oriented approach, technical expertise, and passion. I am confident that my experience and skills align well with the requirements of this role. I welcome the opportunity to discuss how my qualifications can benefit your team.
Thank you for your time and consideration. I look forward to hearing from you.

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CV

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Introduction: A dedicated individual with a strong background in bioinformatics, research tools, and biotechnology, seeking opportunities to apply knowledge and skills in a dynamic work environment.

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Education

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• Degree Level: Botany, Chemistry, Zoology, Biotechnology\

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• PUC Level: Physics, Biology, Chemistry\

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Professional Experience

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• Winter Internship at Global Research Tools and Techniques – Biotechnika\

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• Cashier cum Salesperson at Ethnic Wardrobe (2021)\

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• Receptionist at Rajashekar Multispecialty Hospital (2022)\

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• Part-timer at Chai Junction (2023)\

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Projects Accomplished\

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• Isolation and Characterization of Amylase-Producing Bacteria from Locally Fermented Foods\

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Skills\

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Research, Bioinformatics, Enzyme Characterization, Microbiology, Laboratory Techniques, Data Analysis, Customer Service, Communication, Time Management\

Cover Letter:

I’m Archana S Udupa, I recently graduated from University of Mysore with Msc in Biotechnology. I’m looking forward to apply my knowledge and grow with the company.