**MAHIMA JOHN**
Bioinformatician | Clinical Data Analyst | AI/ML in Genomics
Churu, Rajasthan

**Professional Summary**
Bioinformatician with expertise in clinical data analysis, AI/ML-driven genomics, and lung cancer research. Proficient in R, Python, Biopython, and various bioinformatics tools. Experienced educator and researcher with a strong focus on medical data integration and translational genomics.

**Core Competencies**
– Genomic & Clinical Data Analysis
– AI/ML in Bioinformatics
– Predictive Modeling & Data Mining
– Programming: Python, R, SQL
– Data Visualization: Seaborn, Matplotlib, ggplot2
– Bioinformatics Tools: BLAST, FASTA, Bioconductor
– Cloud Computing & Big Data
– Scientific Writing & Research Communication

**Professional Experience**
Bioinformatics Research Intern | **Biotechnika** | 2025 – Present
– Developed ML models for cancer genomics.
– Integrated clinical and genomic datasets for predictive analysis.

Professor – Bioinformatics | **Espero Institute** | 2023
– Lectured on genomics, clinical informatics, and AI in healthcare applications.

Lecturer – Molecular Biology | **St. Victoria School** | 2022 – 2023
– Delivered lectures and workshops on genetics, bioinformatics, and R programming.

**Education**
M.Sc. in Cell & Molecular Biology | **University of Technology, Jaipur** | 2019 – 2022
– **CGPA: 7.89**
– Focus: Genomics, Bioinformatics, AI in Medicine

**Certifications**
– **AI-ML in Genomics** – Biotechnika
– **ML for Healthcare** – Biotechnika
– **Advanced Python Programming** – Coding Institute

**Research Projects**
Lung Cancer Genomics (2025)
– Identified LUAD biomarkers using machine learning techniques.
– Enhanced pipeline efficiency by 20% through data optimization and tool integration.

**Skills**
Genomic Analysis, Clinical Data Analysis, AI/ML, Predictive Modeling, Python, R, SQL, Data Visualization, Bioinformatics Tools, Cloud Computing, Big Data, Scientific Writing, Research Communication, Genetics.
“`

Cover Letter:

**Mahima John**
Churu, Rajasthan
✉️ [Email Address Redacted]
**Date:** 28 May 2025
**Hiring Manager**
MedGenome Labs Pvt. Ltd.
Bangalore, India
**Subject:** Application for Genome Analyst Trainee Position
Dear Hiring Manager,
I am writing to express my interest in the Genome Analyst Trainee position at MedGenome Labs Pvt. Ltd. As a dedicated bioinformatician with a strong foundation in clinical genomics, AI/ML applications, and cancer biomarker discovery, I am excited about the opportunity to contribute to MedGenome’s mission in precision medicine and genomic diagnostics.
With a Master’s degree in Cell & Molecular Biology and hands-on experience in lung cancer genomics research, I have built predictive models that integrate clinical and omics data. At Biotechnika, I developed machine learning pipelines to identify LUAD biomarkers, improving data processing efficiency by 20%. My technical proficiency includes Python, R, Bioconductor, and visualization tools such as Seaborn and ggplot2, which I have applied in real-world genomic analysis projects.
Beyond research, my academic roles as a lecturer and professor have enhanced my communication and analytical skills. I take pride in translating complex biological data into actionable insights, whether for research publication or instructional delivery. My commitment to continuous learning is demonstrated through certifications in AI/ML for genomics and healthcare.
I am particularly drawn to MedGenome’s innovative work in translational genomics and its impact on patient outcomes. I believe my background in computational biology, coupled with a deep interest in clinical applications, aligns with your team’s goals.
Thank you for considering my application. I would welcome the opportunity to discuss how my skills and passion can contribute to MedGenome’s ongoing projects. I am available at your convenience for an interview.
Warm regards,
**Mahima John**

Amylase Production and Characterization Internship

Summary: A diligent individual with a strong background in bioinformatics and a passion for research. Successfully completed a winter internship at Biotechnika, focusing on isolating amylase-producing bacteria and characterizing the enzyme from locally fermented foods.

Research Project Details

Amylase is an enzyme that hydrolyses starch into simple sugars. The study involved isolating amylase-producing bacteria (Cd1 and Cd2) from locally fermented cereals and legumes. The selected bacterium (Cd2) was further processed for analysis.

Partial purification of amylase was conducted through ammonium sulphate precipitation and dialysis. The partially purified amylase was then characterized, with optimal activity observed at 50°C and pH 9. Addition of MnCl2 enhanced amylase activity, making it sustainable across a wide range of temperature and pH.

The potential applications of this research include utilizing the enzyme in various industries such as baking, fruit juices, and alcohol beverages, due to its sustainable nature and renewable sources.

Professional Experience

• Worked as cashier cum salesperson at Ethnic Wardrobe for one year (2021).
• Receptionist at Rajashekar Multispecialty Hospital for nine months (2022).
• Part-time at Chai Junction for one year (2023).

Education Details

Degree Level

Botany, Chemistry, Zoology, Biotechnology

PUC Level

Physics, Biology, Chemistry

Seminars Attended

All Biotechnology field

Projects Accomplished

1. Internship: Research on amylase production and characterization at Biotechnika.
2. Professional Experience: Cashier, Receptionist, Part-timer roles.
3. Teaching Skill: Developed through seminars and practical experience.

Skills

Research, Bioinformatics, Laboratory Techniques, Enzyme Characterization, Data Analysis, Communication, Customer Service

“`

Cover Letter:

My name is Archana S Udupa, I recently completed Msc in biotechnology. I’m enrolled in bioinformatics – Global research tools and technology over a 6 months period of internship at Biotecnika. So I have gained knowlege on gemome and drug discovery and also done course on NGS provided by biotecnica. Medgenome is one of the best company in South-East Asia since its South-East Asia’s largest CAP-accredited genetic testing laboratory. It would be a plesure to start my career with Medgenome as I’m looking forward to apply my knowlege for self improvement and organization development.

MR SWAPNIL CHAURE
Address: Nagpur, India 44104

CAREER OBJECTIVE
Dedicated and detail-oriented clinical research coordinator seeking to contribute to the advancement of medical knowledge and patient care by effectively managing clinical trials. Committed to ensuring regular compliance, maintaining data integrity, and fostering strong communication between investigators, sponsors, and participants. Eager to apply organizational skills and scientific knowledge to support high-quality clinical research in a dynamic healthcare setting.

EDUCATIONAL QUALIFICATION

EXAMINATIONS	INSTITUTE	UNIVERSITY/BOARD	YEAR OF PASSING	PERCENTAGE/CGPA(10)
Clinical Data Management	Biotechnika	Biotechnika	Pursuing	Pursuing
Degree in Bachelor of Pharmacy	Shri Sadguru Datta Institute of Pharmacy Kuhi Bhojapur	Dr Babasaheb Ambedkar Technological University	2024	7.53 CGPA
HSC	Smt Rajkamal Baburao Tidke Mahavidalaya Mauda	Maharashtra State Board	2020	52.77%
SSC	Janta High School Mauda	Maharashtra State Board	2018	64.40%
Clinical Research	Life Point Institute Wakad	Life Point Research Institute Pune	2024	A Grade

INDUSTRIAL TRAINING
One year experience as a pharma intern handling pharmacy softwares and insurance information handling.
NIDA GCP Certification
3-month internship as a Clinical Coordinator (Jan 2025 – Present).
Working as Clinical Research Coordinator in Lifepoint Hospital from Jan 2025.

AREA OF INTEREST AND SKILLS
– Like to work in management fields
– Exploring and learning new stuff
– Good communication skills with great punctuality
– Excel, PowerPoint, MS-Word
– Knowledge about various EDCs like Medidata Rave, Biznet

ACHIEVEMENTS
Place: Nagpur
Date: SWAPNIL CHAURE

SKILLS: Clinical Trials, Data Integrity, Communication, Organizational Skills, Pharmaceutical Software, Excellent Communication, EDCs, Medidata Rave, Biznet.

“`

Cover Letter:

My name is swapnil chaure
I am an bpharm graduate
I am currently working as a clinical research coordinator in lifepoint hospital pune
From Jan 2025
I have done 3 month internship as a clinical research coordinator in lifepoint hospital pune
experience about ms word, excel , powerpoint
Knowledge about various EDCs like medidata rave biznet
Knowledge about how clinical data is created
1 year experience as a pharmacist

Overview: Motivated and skilled Biotechnology professional with a strong educational background and hands-on experience in clinical biochemistry and microbiology. Proficient in a wide range of laboratory techniques and equipped with excellent problem-solving and communication skills.

Objective:

To secure a challenging position in your esteemed organization where I can utilize my knowledge and skills in biotechnology to contribute to the company’s growth while enhancing my professional development.

Experience:

BMS HOSPITAL, Bengaluru, Karnataka

Lab Technician – Clinical Biochemistry Department

1. Conducting biochemical tests on patient samples to support diagnosis and treatment.
2. Operating and maintaining laboratory equipment like spectrophotometers and autoanalyzers.
3. Ensuring accurate documentation and reporting of test results.
4. Managing sample storage and handling as per SOPs.
5. Performing quality control checks to maintain reliable test performance.
6. Following safety and laboratory guidelines for equipment and waste management.

Gokula Metropolis Clinical Laboratories, MS Ramaiah Memorial Hospital, Bengaluru, Karnataka

Lab Technician – Microbiology and Biochemistry Department

1. Preparing and organizing samples for testing, such as labeling and storing them properly.
2. Performing basic biochemical and microbiological tests using laboratory equipment.
3. Maintaining and cleaning laboratory instruments like spectrophotometers and incubators.
4. Recording test results accurately and keeping lab notebooks updated.
5. Assisting in maintaining a clean and safe laboratory environment.

Education:

M S Ramaiah College of Arts Science and Commerce, Bengaluru, Karnataka

MSc Biotechnology | 7.8 CGPA

BMS College for Women, Bengaluru, Karnataka

BSc (Chemistry, Botany, Biotechnology) | 9.1 CGPA

BMS COLLEGE FOR WOMEN, Bengaluru, Karnataka

Pre University (Physics, Chemistry, Mathematics, Biology) | 79.16 %

Holy Saint High School, Bengaluru, Karnataka

SSLC | 86.72 %

Skills:

Molecular Biology Techniques, Microbiology, Plant Cell Culture, Cell Culture, Bioinformatics Tools, Computer Skills, Problem-Solving, Teamwork, Communication, Time Management, Adaptability, Attention to Detail.

Projects:

Production of Probiotic Drink from Whey

Undertook a project on producing probiotics using Lactobacillus delbrueckii from whey, emphasizing fermentation optimization, microbial growth monitoring, and maximizing probiotic yield. Developed a sustainable process leveraging whey as an economical substrate for probiotic production.

Achievements & Awards:

• 1st prize in Interclass Biopoem Competition, MS Ramaiah College of Arts Science and Commerce, Bengaluru, Karnataka, 2024.
• 2nd prize in Junk Art Presentation, Indian Institute of Science by Yuvaka Sangha, Bengaluru, Karnataka, 2024.
• 3rd prize in Intercollegiate Entrepreneurship Competition, MS Ramaiah College of Arts Science and Commerce, Bengaluru, Karnataka, 2024.
• 2nd prize in Collage Competition, MS Ramaiah College of Arts Science and Commerce, Bengaluru, Karnataka, 2023.
• Subject Topper Award for Botany Subject, BMS College for Women, Bengaluru, Karnataka, 2021.
• 1st prize in Group Volleyball Competition, MS Ramaiah College of Arts Science and Commerce, Bengaluru, Karnataka, 2024.
• 2nd prize in Group Throw Ball Competition, MS Ramaiah College of Arts Science and Commerce, Bengaluru, Karnataka, 2024.

Languages:

English, Kannada, Hindi, Telugu, Tamil

Certification:

• Diploma in Clinical Biochemistry – BMS College for Women
• Diploma in MS Office Management – NICT
• Value Added Course on Animal Cell Culture – MS Ramaiah College of Arts Science and Commerce

Reference:

Dr. Lakshmikanth .R.N – M S Ramaiah College of Arts Science and Commerce

HOD, Department of Biotechnology and Genetics

[Email Hidden] | [Phone Hidden]

Dr. Sathish Babu – M S Ramaiah College of Arts Science and Commerce

Assistant Professor, Department of Biotechnology and Genetics

[Email Hidden] | [Phone Hidden]

“`

Cover Letter:

Dear Sir/ Madam, 

I am writing to express my interest in the Genome Analyst trainee position. My qualifications, skills, and experience align with your requirements for this position.

I have a strong foundation in the following areas:

– Clinical Biochemistry 
– Strong knowledge of Genetics
– Communication Skills: English, Kannada, Hindi
– Computer Skills- MS Powerpoint, word, excel.
– Molecular Biology Techniques
– Fermentation Research
– Strong knowledge of NGS

Through my experience, I have gained valuable expertise in various aspects of biotechnology research. I would greatly appreciate the opportunity to contribute my academic background to your esteemed organization.

Please find my CV attached for your review. I look forward to discussing how I can contribute to your team and organization and I hope to hear from you soon regarding this exciting opportunity.

Kind regards,

Monisha C

SRUSHTI RAVAL

Summary: Motivated and detail-oriented life sciences professional, skilled in wet-lab molecular biology techniques and bioinformatics analysis. Seeking to contribute as a Researcher.

PERSONAL INFORMATION

• Location: Mumbai, Maharashtra
• Nationality: Indian
• Languages:
  • Marathi (Native)
  • Hindi (Native/Bilingual)
  • English (Professional)

STRENGTHS

• Time management
• Problem solving
• Teamwork / Independent work ethic
• Research skills

TECHNICAL SKILLS

Molecular Biology Techniques:

• ✓ DNA / RNA / Protein Isolation
• ✓ PCR, Gel Electrophoresis (Agarose & SDS-PAGE)
• ✓ Cell culture, ELISA (Basic)
• ✓ GLP Compliance

Bioinformatics Tools and Database:

• ✓ NCBI, BLAST, UniProt, PDB, Homology Modelling, Docking
• ✓ NGS Data Analysis (Basic)
• ✓ Data / Statistical Analysis using R, Python, Jupyter Notebook, SQL
• ✓ Microsoft Office, Scientific documentation

PROJECT INTERN

2023 (6 Months)

ICAR-CIFE, Mumbai

Topic: Study on the Effects of several Inactivation Methods on a Selected Bacteria Isolated from Fish

EDUCATION

2023-24 (1 year)

Shivaji University, Kolhapur

Post Graduate Diploma in Bioinformatics

Percentage: 73%

2021-23 (2 years)

D. Y. Patil Deemed to be University, School of Biotechnology and Bioinformatics, Navi Mumbai

Masters in Science in Genetic Engineering

Percentage: 65%

2019-21 (3 years)

Mumbai University, Mithibai College, Mumbai

Bachelor in Science in Biochemistry

Percentage: 65%

SKILLS

Molecular Biology, Bioinformatics, DNA Isolation, RNA Isolation, Protein Isolation, PCR, Gel Electrophoresis, Cell Culture, ELISA, GLP Compliance, NCBI, BLAST, UniProt, PDB, Homology Modelling, Docking, NGS Data Analysis, R, Python, Jupyter Notebook, SQL, Microsoft Office, Statistical Analysis

“`

Cover Letter:

Dear Hiring Manager,
I am writing to express my strong interest in the Genome Analyst Trainee position at MedGenome Labs Pvt. Ltd. With a Master’s degree in Genetic Engineering and a Postgraduate Diploma in Bioinformatics, I am excited about the opportunity to apply my academic background and practical experience to support your mission of advancing personalized medicine and genomics research.
During my academic training, I gained hands-on experience in molecular biology techniques including DNA/RNA isolation, PCR, and gel electrophoresis. My bioinformatics coursework and projects provided me with a solid understanding of genomic databases (NCBI, Ensembl, UniProt), sequence alignment tools (BLAST), and basic NGS data analysis. I am proficient in R and Python for data processing, statistical analysis, and visualization, which are essential skills for interpreting high-throughput genomic datasets.
I am particularly drawn to MedGenome for its pioneering role in genomics-driven diagnostics and its impact on translational healthcare. I am eager to learn from your expert team and contribute to data analysis, annotation, and report generation in a fast-paced and innovative environment. I also have a foundational understanding of Good Laboratory Practices (GLP) and scientific documentation.
I am a dedicated and detail-oriented individual who thrives in collaborative settings and is committed to continuous learning. The Genome Analyst Trainee role at MedGenome represents an ideal platform for me to build a meaningful career in clinical genomics.
Thank you for considering my application. I would welcome the opportunity to discuss how my background and skills can contribute to the work at MedGenome Labs. I am available for an interview at your convenience and can be reached by phone or email.
Sincerely,
Srushti Raval

SHREYA DUTTA

Personal Information

Email address: [Email Hidden]

Phone number: [Phone Hidden]

Address: 104, May Dibas Pally, Dakshineswar, West Bengal, Kolkata-700035

Career Objectives

Secure a responsible career opportunity to utilize my knowledge and skills, while making a significant contribution for the success of the company. I am enthusiastic about starting my career in this field, and I am eager to learn and contribute positively to a professional team.

Education

• July 2019 – July 2022: B.Sc (Honours) in Zoology, Seth Anandram Jaipuria College, University of Calcutta, Kolkata. SGPA – 9.073/10
• Nov 2022 – Jun 2024: M.Sc in Zoology, University of Calcutta, Kolkata. SGPA – 7.340/10 (First Class)
• Feb 2025: Qualified Graduate Aptitude Test in Engineering (GATE) in Life Science

Internship

• Apr 2019 – Sep 2019: Certificate Course in Information Technology, Youth Computer Training Centre, Kolkata. Percentage – 71%
• Aug 2023 – July 2024: Internship in Genetics and Molecular Cardiobiology Lab, University of Calcutta, Kolkata

Skills

Hard Skills

• RNA isolation (Invivo and Invitro)
• RT-PCR
• PCR
• Agarose gel electrophoresis
• Protein isolation
• SDS-PAGE
• Western Blot
• Animal Handling

Soft Skills

• Communication skill
• Critical thinking skill
• Leadership
• Patience
• Capacity to team work
• Creative work
• Problem-solving Skill

“`

Cover Letter:

Date-28.05.2025
To,
Panacea Medical Technologies Pvt. Ltd,
Kolar, Malur.
Respected Sir/Madam,
I am writing to express my interest in the Clinical Research Associate position at Panacea Medical Technologies. My name is Shreya Dutta. I have completed my bachelor’s degree in Zoology from University of Calcutta. I have completed my master’s in Zoology from University of Calcutta. I am eager to further my knowledge and contribute to this field through this position.
In my previous position as an intern in Genetics and Molecular Cardiology lab in University of Calcutta, I was responsible for recording and analyzing data as well as designing different experiments and using different molecular techniques, Such as-**RNA isolation (_in vivo_), RT-PCR, PCR, Agarose gel electrophoresis, Protein isolation, SDS-PAGE, Western Blot**. So, I have a strong background in molecular techniques and am well-versed in biotechnology. These experiences, including strong analytical and critical thinking skills, directly transfer to this position.
I want to utilize my analytical and problem-solving skills in this work. My experiences and education make me a stronger candidate for this role. I am confident that my skills and enthusiasm will make me a strong addition to this position.
I am happy to discuss my qualifications in further detail. I can be reached by email, and I look forward to hearing from you. Thank you for your consideration.
Your Faithfully
Shreya Dutta

Introduction:

Name: Anna Mariya P R

Location: Thrissur District, Kerala, India

Education:

2022-2024 (22 months)
Pondicherry University, Puducherry, India- MSc. Biotechnology (GPA: 8.17/10)

2019-2022 (36 months)
University of Calicut, St. Mary’s College, Thrissur, Kerala- BSc. Biotechnology (GPA: 8.73/10)

2017-2019 (24 months)
Kailasanadha Vidhyanikethan, CBSE- Senior secondary education (GPA: 8.2/10)

2016-2017 (12 months)
Carmel central school, CBSE- Higher secondary education (GPA: 9.4/10)

Research Experience:

Sep 2023- May 2024
Master’s Thesis- “Evaluation of thiolato-bridged Mn (I)-based metallacycle (MnCORM-7) for
cytotoxic and DNA binding properties”
Supervisor: Prof. Dr. N. Sakthivel, Department of Biotechnology, Pondicherry University

May 2023- July 2023
Research intern for Indian Institute of Technology (IIT), Kanpur
Supervisor: Dr. Suresh Kumar, Department of Biological Sciences and Bioengineering

Technical Skills:

• Analytical Techniques: Nanodrop, UV-vis Spectrophotometry, Fluorescent Spectrophotometry, ELISA plate reader, centrifuge, Gel Doc system, pH meter, Precise pipetting and working under sterile environment.
• Cell culture and passaging: HEK-293, SKOV-3, MDA-MB-231, HeLa cell line.
• Molecular Biology: DNA/RNA extraction, PCR, Agarose gel electrophoresis, SDS PAGE, Western Blotting, Buffer preparation, sample preparation, Live cell imaging, Bacterial Culture and Transformation, Competent cell preparation, Cell transfection, Molecular cloning.
• Microscopy: Confocal and Fluorescent Microscopy, Optical Microscopy.
• Molecular Staining: Acridine Orange/Ethidium Bromide dual staining, DAPI, Hoechst, Lactophenol cotton blue, Gram staining.
• Assays: Cytotoxicity assays, MTT assay, Myoglobin assay, Dye displacement assay.
• Immunotechniques: ELISA, Ouchterlony double diffusion, Radial Immunodiffusion.
• Bioinformatics tools: Multiple sequence alignment, local and global sequence alignment, Visualization of Protein structures using PDB, retrieving protein sequence from UniProt.
• Data analysis: Graph Pad Prism software, Microsoft Excel.

Conferences and Workshops:

• Certified as participant in national symposium on “Recent Advances in Plant Biotechnology 2024” – Plant tissue culture association, India and Department of Biotechnology, Pondicherry University
• Certified as participant in workshop on “ in vivo preclinical imaging and drug discovery- TATA memorial centre for cancer research and Perkin Elmer.
• Certified as participant in national webinar on “applications of 3D bioprinting in tissue engineering”
• Certificate course on Pharmacognosy as a part of undergraduate (Score- 94%)

Fellowships and Awards:

GAT-B Post Graduate Fellowship- DBT, Govt. of India
Year: 2022-2024

Prof. Joseph Mundassery Scholarship Award, Govt. of Kerala, India (Year: 2022)

Presentations:

March 2024
Departmental credit seminar-Department of Biotechnology, Pondicherry University

April 2023
Departmental annual seminar-Department of Biotechnology, Pondicherry University

Personal Qualifications:

• Attention to details
• Team work
• Problem solving
• Commitment
• Perseverance
• Positivity
• Scientific rigor
• Effective communication
• Critical thinking
• Organizational skills
• High Motivation

Languages:

• English (Fluent)
• German (B1)
• Malayalam (Mother tongue)
• Hindi (Fluent)

References:

Dr. Natarajan Sakthivel
Professor, Department of Biotechnology, Pondicherry University, India
Email: [Email Hidden]
Tel: +91-413-2654-430

Dr. Suresh Kumar
Assistant Professor, Department of Biological Sciences and Bioengineering, Indian Institute of Technology (IIT) Kanpur, India
Email: [Email Hidden]
Tel: [Phone Hidden]

Keywords:

Analytical Techniques, Cell Culture, Molecular Biology, Microscopy, Assays, Immunotechniques, Bioinformatics, Data Analysis, Conferences, Fellowships, Awards, Presentations, Qualifications, Languages

“`

Cover Letter:

**Anna Mariya P R**
Dear Madam/Sir,
My name is Anna Mariya P R and I am writing to express my interest in the Clinical Research Associate position at Panacea Medical Technologies
Throughout my academic journey, I have consistently demonstrated a strong inclination towards research and academic pursuits. During my Master’s program in Biotechnology at **Pondicherry University, India,** I had the opportunity to engage in an 8 month research project under the guidance of Prof, Dr. N. Sakthivel, where I investigated the ligand interactions, cytotoxic and DNA binding properties of Manganese-based-Carbon Monoxide Releasing Molecules (Mn-CORM7) on cancer cells. This research experience involved conducting in vitro and in silico molecular docking studies to examine the interaction of the compound with DNA. In addition to my research experience, I have also developed hands-on expertise in various laboratory techniques, including cell culture and passaging, maintenance of SKOV-3, MDA-MB-231, and HEK-231 cell lines, DNA and RNA isolation, PCR, live-cell imaging, gel electrophoresis, western blotting, ELISA, Immunofluorescence Assay, FT-IR and operation of instruments such as nanodrop, UV-vis spectrophotometer, fluorescence spectrophotometer, gel doc system, optical and fluorescent microscope. Furthermore, I possess knowledge of bioinformatics tools, including multiple sequence alignment, global and local alignment, UniProt, and protein structure visualization using PDB. I am also proficient in data analysis using GraphPad Prism software and Microsoft Excel. I believe that my academic background, research experience, and laboratory skills have provided me with a strong foundation to pursue further research and academic endeavors.
During my research internship at the Indian Institute of Technology, Kanpur, under Dr. Suresh Kumar Department of Biological Sciences and Bioengineering (BSBE), I had the opportunity to investigate the role of autophagy and its underlying mechanisms and pathways in cancer progression. My research focused on exploring the potential of targeting the mTOR pathway in Breast cancer, a key regulator of autophagy, and as a therapeutic strategy for neurodegenerative diseases. This experience deepened my understanding of autophagy’s complex role in disease. Throughout my internship, I acquired hands-on experience with various molecular biology techniques, including: Transformation and plasmid isolation, SDS-PAGE, western blotting, Mammalian cell culture and passaging, Co-immunoprecipitation, Confocal and fluorescence microscopy. These laboratory skills, combined with my research experience, have provided me with a solid foundation to pursue advanced research in molecular biology and my interest in working with cellular models.
I am particularly impressed by Panacea Medical Technologies’ commitment to advancing medical technology and its focus on clinical research. I am eager to learn from your esteemed team and contribute with commitment, precision, and a collaborative spirit. My strong academic foundation, technical proficiency, and high motivation align well with the expectations of your lab. I am confident that my commitment and adaptability make me a strong fit and motivated by the opportunity to contribute meaningfully to a team that values innovation, ownership, and rigor. I thrive under pressure and am fully prepared to work irregular hours in pursuit of scientific advancement. My ability to adapt quickly, think critically, and maintain meticulous records will allow me to take progressive responsibility in experiments and support the team’s broader research goals. Additionally, I am comfortable with administrative aspects such as procurement coordination and vendor sourcing, and have regularly engaged in literature reviews to inform hypothesis development and methodology. This opportunity resonates deeply with my long-term goal of contributing to life-saving research in biomedical science.

I believe that the background and coursework from my Bachelor’s and Master’s degrees in biotechnology, along with the knowledge I have gained from earlier coursework will help me to shape myself into a future scientist to contribute to health of the people. I am eager to expand my skill set by learning new techniques and actively contribute to the team’s success by sharing my insights and collaborating with others. Also, I am eager to learn and develop the necessary skills that I may lack to excel in this role.

I would welcome the opportunity to discuss with you further about my candidacy.
Thank you for considering my application.
Sincerely                                                                                      
Anna Mariya

Riya Sanjay Paikmare

Career objective

Enthusiastic and dedicated microbiologist with a strong foundation in microbiology and a fervent curiosity for scientific exploration seeking a role to contribute to research and development initiatives where I can leverage my laboratory skills, analytical mindset, and passion for microbiology.

“`

Cover Letter:

Riya Sanjay Paikmare
106, Pushpak Apartment, Hindustan Colony, Wardha Road, Nagpur
May 28, 2025

Hiring Manager, Panacea Medical Technologies Pvt, Ltd

Dear Hiring Manager,
My name is Riya Sanjay Paikmare, and I am interested in the Clinical Research Associate Job at Panacea Medical Technologies Pvt, Ltd. I’ve recently given the final semester exam of my Post Graduate in Microbiology and about to pass out in the month of June, 2025. And am willing to join your company as a fresher to start my career.
During my education, I built a strong foundation in my relevant field, gaining hands-on experience in various laboratory techniques, molecular biology techniques, etc. I’ve in-depth knowledge about GMP and cGMP guidelines. I’ve also done an exciting course on Quality Control and Quality Assurance in Pharma Industry where I gained knowledge about how the Pharmaceutical Industry works. During my academics, I’ve been a part of various seminars, competitions, programs which helped me to gain numerous values.
Joining Panacea Medical Technologies will be an excellent opportunity to grow in the respected field and contribute to the company’s legacy. I am confident that my skills, dedication, and passion for the field will make me a strong fit for this role. Thank you for considering my application, I look forward to your response.

Sincerely, Riya Sanjay Paikmare

Payal Sakhre

Biotechnologist | Data Analyst

Profile

Motivated biotechnology graduate with a strong foundation in data analysis, laboratory research, and a proven ability to drive impactful insights from complex datasets. Seeking a challenging role in a biotech company to leverage my skills in data analysis, molecular biology, and research to contribute to cutting-edge projects.

Education

• DR. D.Y. PATIL BIOTECHNOLOGY AND BIOINFORMATICS, PUNE, MAHARASHTRA
• Master Of Science (M.S.) In Biotechnology – 75.55% – Oct 2021 to July 2023
• DR. D. Y. PATIL ARTS COMMERCE & SCIENCE COLLEGE, PUNE, MAHARASHTRA
• Bachelor Of Science (B.S.) In Biotechnology – 78.25% – July 2018 to Aug 2021
• KENDRIYA VIDYALAYA NO. 4, KORBA, CHATTISGARH – 79% – May 2017 to May 2018

Experience

Biotechnology Skills:

Research Associate
Conducted market research to analyze consumer behavior, industry trends, and competitor strategies. Provided actionable insights to support product development, marketing strategies, and business growth. Specialized in data analysis, forecasting, and reporting.

Data Entry Intern:

BOLLYGRAD STUDIOZ, PUNE, MAHARASHTRA
Proficiently prepared and organized source data for computer entry, demonstrated meticulous attention to detail, and conducted in-depth data analysis.

SCHOLENBERG INTERNATIONAL PVT LTD, MUMBAI, MAHARASHTRA
Generated, maintained, and presented data entry progress reports, facilitating data-driven decision-making.

Data Analysis Skills:

Strong data processing and data management abilities. Skilled in quantitative and qualitative analysis using tools such as Nvivo, MAXQDA, Power BI, and advanced Excel. Proficient in computer programming with C++, SAS, Python, MySQL, and MongoDB. Experienced in utilizing bioinformatics tools like ProPred, BLAST, GRAMMX, and PROTPRARAM for data interpretation.

Research and Project Management:

Proven ability to design and execute research projects, conduct results analysis, and project planning. Skilled in study sample identification, presentation preparation, and team leadership for efficient research and development testing.

Additional Skills:

Data collection, data operations, web-based research, technical support, Microsoft Word proficiency, research project design, scientific experiments, report making, and market dynamic analysis.

Certifications / Activities

• Basic nutrition – National institute of Nutrition ICMR
• Food Fortification – National institute of Nutrition ICMR
• Google Analytics – Google
• Python 101 for Data Science – Cognitive Class
• AI in Biology – BioTecNika
• Crispr – BioTecNika
• Next Generation Sequencing – BioTecNika
• “International conference of Biotechnology Prospective” by Modern College, Ganeshkhind
• Molecular Biology hands-on workshop – IISER Pune
• NSS volunteer and worked as CAMPUS AMBASSADOR for NSS IIT Delhi
• SAS Programming 1: Essential – SAS Institute
• Project Management Foundation – LinkedIn Learning
• Supermarket Billing system in C++ – 2017-18
• Hangman game – 2016-17

Project

Understanding perceptions of Twitter users towards precaution dose of COVID-19. Skills used: Market Research & Analysis, Data Collection & Preprocessing, Qualitative & Quantitative Analysis, primary and secondary research, Sentiment Analysis, Social Media Analytics, Python (Tweepy API for Twitter data extraction), Coding & Data Structuring, Content & Thematic Analysis, Public Health Research, Scientific Writing & Report Preparation.

Skills Keywords

• Data Analysis
• Laboratory Research
• Molecular Biology
• Protein Analysis
• Pharmaceutical Research
• Clinical Research
• Data Management
• Market Research
• Project Management
• Bioinformatics
• Quantitative Analysis
• Qualitative Analysis
• Python Programming
• Data Interpretation
• Scientific Experiments
• Report Writing
• Team Leadership
• Microsoft Word
• Web Research
• Technical Support

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Cover Letter:

I am biotechnology graduate, with hand’s on experience in biotechnology laboratory skills and data analysis. I hold master’s degree in biotechnology from dr. D. Y. Patil biotechnology and bioinformatics institute, pune. I learned laboratory skills such as good clinical practices, electrophoresis, page, protein analysis, with bioinformatics databases.
Recently, I worked as research associate in meticulous research pvt ltd where I have learned about Market research, competitive benchmarking, conducted secondary research, primary research, company profiling and Market estimation.
Previously, I worked as research trainee in icmr nari pune where I conducted secondary and primary research, quantitative and qualitative research of real time data.
I am seeking an opportunity where I leverage my skills in both laboratory and data analysis. Your organization could be an better chance to prove me an great asset to this company.

CURRICULUM VITAE

NAME: AMITAVA GUHA

FATHER’S NAME: ADITYA KUMAR GUHA

Communication Address:
Vill Bahalalpur, PO Ratra, PS Indus, Dist Bankura, PIN 722201

CAREER OBJECTIVE

To build a career in a growing organization, where I can get the opportunities to prove my abilities by accepting challenges, fulfilling the organizational goals, and climb the career ladder through learning and experience.

PROFILE SUMMARY

Well versed with the concept of Laboratory Work.

ACADEMIC DETAILS

• 2009: Madhyamik from West Bengal board of Secondary Education with 83.25%
• 2011: Higher Secondary from West Bengal Council of Higher Secondary Education with 80.2%
• 2015: B.Sc (Chemistry(H)) from The University Of Burdwan with 61%
• 2017: M.Sc(Chemistry) from RAMAKRISHNA MISSION VIVEKANANDA CENTENARY COLLEGE (Under WEST BENGAL STATE UNIVERSITY) with CGPA 6.42
• 2019: B.Ed from RAMAKRISHNA MISSION BRAHMANANDA COLLEGE OF EDUCATION (under W.B.T.T.E.P.A) with 78%

PROFESSIONAL KNOWLEDGE

Diploma in Computer Technology and Computer Application(MS WORD / MS EXCEL / MS POWER POINT etc.) from Youth Computer Center with grade “A”.

WORK EXPERIENCE

• Work as a Private Tutor since the last 4 years (2016-2020)
• Worked in Ramakrishna Mission School (CBSE) (Aug, 2021 – Sept, 2022) (XI XII)
• Worked in Zenith Institution (specialized for NEET and JEE)
• Working in an ICSE school (Oxebow English School) (Aug 2023- )

PERSONAL DETAILS

DATE OF BIRTH: 05TH APRIL, 1994

LANGUAGE KNOWN: ENGLISH & BENGALI (SPEAK & WRITE), HINDI (SPEAK)

DECLARATION:
I do hereby declare that the above-given information in this CV is true to my best knowledge and belief and if there is any mistake, my candidature will be.

Place: Belghoria (Jatindas Nagar), Kolkata Name: Amitava Guha

DATE: 22 May, 2023 SIGNATURE

SKILLS:

Laboratory Work, Teaching, Curriculum Development, Microsoft Office, Communication Skills, Time Management

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Cover Letter:

I am passionate Chemist.