Shivani Yadav

Date of Birth: 16th NOV 2002

Objective:

A motivated and detail-oriented [hidden] Biotechnology student with strong communication, leadership, and problem-solving skills seeking an opportunity to apply academic knowledge and practical abilities in a dynamic work environment.

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Personal Attributes:

• Quick learner
• Good analytical ability
• Proactive attitude
• Ability to plan & organize
• Good communication skills

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Activities and Interests:

• Reading
• Working on mini projects

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Education:

• B. Tech (2021-2025): Amity University Uttar Pradesh, Lucknow Campus, [hidden] CGPA
• XII (2020): Christ Jyoti School, Singrauli, Madhya Pradesh, 85%

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Professional Certifications:

• Program on Data Analysis using R, Excel, Python, SPSS – July. 2024
• AI ML in Biology & Bioinformatics Training Program – [hidden]
• One-day workshop: Training and Hand-on experience on BET surface Analyzer – [hidden]

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Technical Skills:

• Bioinformatics: Basic knowledge of Docking, Gromacs, Ubuntu, Pymol, PyRx, Auto dock Vina
• Software Knowledge: Free CAD, Kaggle
• Microbiology: Microbial biology, genetics, fermentation techniques
• Laboratory Techniques: Gel electrophoresis, cell culture, DNA sequencing
• Molecular Biology: Gene expression, DNA replication, transcription, translation
• Database: My SQL server, Oracle 10g Server

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Internship Experience:

Skill Area: In Silico Characterization, Bioinformatics Tools, Data Analysis

Organization: Amity University, Lucknow Campus

Duration: 28 Days

Competencies Acquired: Molecular Docking, Computational Skills, Data Interpretation

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Skill Area: 3D Design and Modeling and Fabrication of Microchannels

Organization: MNIT, Jaipur, Rajasthan

Duration: 45 Days

Competencies Acquired: Free CAD Proficiency, Microchannel Fabrication, Design and Problem-Solving

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Skill Area: Research work on Anti-microbial resistance through Carbapenem antibiotics

Organization: CSIR-Indian Institute of Toxicology Research, Lucknow, Uttar Pradesh

Duration: 6 months (completion in May 2025)

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Skills: Bioinformatics, Data Analysis, Molecular Docking, Computational Skills, 3D Design, Free CAD, Microbiology, DNA Sequencing, Molecular Biology, Database Management

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Cover Letter:

Dear Hiring Manager,
I am writing to express my keen interest in the AI/ML Analyst position at Bizamica. As a final-year [hidden] Biotechnology student strongly inclined towards AI/ML applications in biological data analysis, I am eager to apply my analytical and problem-solving skills to real-world challenges.
During my academic journey, I have explored AI/ML concepts and their applications in computational biology, bioinformatics, and data-driven research. My coursework and self-driven projects have given me hands-on experience with AI/ML frameworks like TensorFlow, Scikit-learn, and Python-based data analysis tools. Additionally, my background in biotechnology has honed my ability to interpret complex datasets and extract meaningful insights—an essential skill in AI/ML-driven analytics.
I am particularly excited about the opportunity to collaborate with cross-functional teams at Bizamica, leveraging AI/ML techniques to solve complex problems. My adaptability, eagerness to learn, and interdisciplinary approach would make me a valuable addition to your team.
I welcome the opportunity to discuss how my skills align with your requirements. Thank you for your time and consideration. I look forward to your response.
Best regards,
Shivani Yadav

Dr. S Y E DA AN JU M M O B E E N
[hidden], [hidden]

Summary
Dedicated Biotechnologist with a [hidden] in Biotechnology & Bioinformatics and expertise in nanotechnology, bioinformatics, and molecular biology. Experienced Academic Consultant and Guest Faculty with a passion for research and a proven track record of academic excellence and recognition through various awards and honors.

Career History
Academic Consultant | 2015-2016
Department of Biotechnology & Bioinformatics
– One year experience as Academic consultant at YVU.

Guest Faculty | June 2012 – Aug 2015
Department of Biotechnology
– Three years of experience as a lecturer in Biotechnology at SKR & SKR Govt. Degree college for Women

Academic Background
Yogi Vemana University
[hidden] in Biotechnology & Bioinformatics | March 2016 – April 2022
Title of the Thesis: In-silico identification of novel drug targets in human colorectal cancer from bioactive compounds of Catharanthus roseus and Moringa oleifera and green synthesis of ruthenium oxide nanoparticles and biological characterization.

Yogi Vemana University
M. Sc. 5 year Integrated Biotechnology & Bioinformatics | 2007 – 2012
– Post-graduated with Distinction ([hidden])
– Second Rank Topper
– Mini Project Title: Polyclonal antibodies production in Rabbits against Bovine Serum Albumin (BSA)
– Major Project: Docking studies to explore novel inhibitors against human beta-site APP cleaving enzyme (BACE-1) involved in Alzheimer’s disease.

Intermediate – [hidden], [hidden] | (Town First)
SSC-Nagarjuna [hidden] High School |[hidden] (Distinction) | 2004

Awards/Fellowships/Honours
– A second rank Topper in [hidden]
– A second prize winner on National Integrity Foundation at District level in KADAPA.
– Awarded Sardar Vallabhbhai Patel-The Iron Man of India; 2021 Academic Award for “Best Young Scholar”
– Awarded Queens of era-2022; “Most promising Research Scholar Award 2022”
– Awarded YVU-NSD Young Research Award (2021-2022) with a Cash prize of 10,000 INR only.
– Awarded UGC-MANF Research fellowship (2017-2022).

Personal Profile
Dedicating my life with challenges, molding my career as an inspiration to all & want to lead a successful life in all aspects.

Areas of Expertise
– Nanotechnology (Green synthesis)
– Bioinformatics (Drug design)
– Molecular biology

Skill Set
– Programming language: R, Phyton
– Machine Learning Tools: Scikit_learn
– Bioinformatics tools: Bioconductor, Docking and MD simulation
– Data visualization: Matplotlib, Plotly, ggplot2 and Powerbi
– Technical Data science platforms: Kaggle, GitHub, Google Colab and Jupyter Notebook

Cover Letter:

[hidden]
Bangalore.
**Dr. SYEDA ANJUM MOBEEN**

**Hiring Manager**
**Bizamica**

**Subject:** Application for AI/ML Analyst Position

Dear Hiring Manager,

I am writing to express my interest in the Bioinformatics scientist position at **Bizamica.** With a strong background in Machine learning, bioinformatics, and clinical data management, I am eager to contribute to **Bizamica** mission of advancing precision medicine through genomics research.

During my **AI/ML internship** at Biotecnika (July 2024 – Feb 2025), I worked extensively on predictive modelling for cancer biomarker identification. My project, _Predictive Modeling of Colorectal Cancer Biomarkers Using Gene Expression and Clinical Data_, involved TCGA COAD data analysis, survival analysis, and machine learning techniques such as Random Forest and hyperparameter tuning. Additionally, I have hands-on experience with cBioPortal data integration and class imbalance handling using ADASYN, which aligns well with the data-driven approach at **Bizamica** Currently, I am expanding my expertise through a **Clinical Data Management course** at **Biotecnika**, gaining proficiency in metadata management, data standardization, and regulatory compliance—essential for handling large-scale genomic datasets. My skill set includes Python, R, data visualization, and machine learning techniques for biological data analysis.

**Bizamica** focus on genomic research and AI-driven insights aligns perfectly with my expertise and passion. I am excited about the opportunity to apply my skills in machine learning and clinical genomics to impactful research in precision medicine. I welcome the opportunity to discuss how my background can contribute to your team.

Thank you for your time and consideration. I look forward to your response.

**Best regards,**
Syeda Anjum Mobeen

Intro Summary

MUGATHI SHAIK ABBAS is a passionate Biotechnology professional with a Master’s degree in Biotechnology and a background in Pharmacy. Seeking an entry-level position to contribute effectively to research, development, and innovation projects.

CAREER OBJECTIVE

Seeking an entry-level position in the field of Biotechnology, leveraging academic background and skills acquired during [hidden] Biotechnology to contribute effectively to research, development, and innovation projects.

EDUCATIONAL QUALIFICATIONS

Master Degree: Masters in Biotechnology, Andhra University, Visakapatnam – 2021, CGPA: [hidden]

Bachelor Degree: [hidden], Jntua – 2017, CGPA: [hidden]

INTEREST AREAS

• Proficient in pharmaceutical concepts, drug development processes, and regulatory requirements.
• Strong understanding of cell culture techniques, protein purification, and characterization.
• Knowledgeable in bioinformatics tools and databases for sequence analysis and protein structure prediction.
• Familiarity with bioprocess engineering principles and techniques.
• Competent in molecular biology techniques such as PCR, DNA sequencing, cloning, and gene expression analysis.
• Excellent problem-solving abilities and attention to detail.
• Effective communication and teamwork skills.
• Drug Discovery, Nanotechnology, Pharmacology, Neurology, IVIVC studies.
• Proficiency in Microsoft Office Suite and statistical analysis software.

RESEARCH

Patent Filed: Transdermal patch of Drug Delivery system to treat verruce vulguaris.

CONFERENCES/WORKSHOPS/SEMINARS ATTENDED

International: 1, National: 2, Seminars: 2

AWARDS & ACHIEVEMENTS

• Best poster presentation award in international conference
• GPAT – 2582 Rank 93% – 2020

ACADEMIC PROJECTS

Bachelors: ONE – Natural Indicators by using different plant extracts on Acid Base Titration
Masters: THREE – Biocorrosion, Antibiotics, Antimalarial, Antiviral, Analgesics on TOSA, TDP on TOSA Extract

CERTIFICATIONS

Udemy: Bioinformatics, Drug discovery, R, Python

SKILLS

Molecular biology, PCR, Chromatography, FT IR, Blotting Techniques, SDS PAGE, Assays, Python, R, IVIVC studies

“`

The HTML code provided can be directly published on a WordPress post to showcase the Curriculum Vitae content for MUGATHI SHAIK ABBAS, organized into appropriate sections.

Cover Letter:

**Abbas Shaik Mugathi,**
18/03/2025,
**Dear Hiring Manager,**
Bizamica,
Pune
**Subject:** Application for AI ML Analyst
Dear Hiring manager ,
I am writing to express my interest in the AI ML Analayst at Bizamica. With my **[hidden] in Biotechnology** and expertise in **AI/ML applications for drug discovery**, I am confident in my ability to contribute effectively to your team.
My technical background includes proficiency in **Python**, **Power BI**, **Excel**, and **Stat-Ease software**, enabling me to analyze complex datasets and generate actionable insights. During my recent experiences, I successfully applied these tools to enhance decision-making processes in research and development projects.
I am excited about the opportunity to collaborate with your team and contribute to meaningful innovations in healthcare. I would welcome the opportunity to discuss how my skills align with your organization’s goals.
Thank you for considering my application. I look forward to the opportunity to connect.
**Sincerely,**
**Abbas Shaik Mugathi**

K. RESHMA REDDY

AI-Powered Researcher | Machine Learning & Image Analysis Expert | PhD in Clinical Embryology | [hidden]+ Years of Experience

SUMMARY

Researcher with a BSc in Biotechnology and an MSc in Molecular and Human Genetics, currently pursuing a PhD in AI-driven embryo image processing. With over [hidden] years of experience in genetic counseling, research, and teaching, specialize in integrating artificial intelligence to enhance embryo grading and selection in IVF. Passionate about advancing reproductive technology through innovative AI applications, bridging the gap between biomedical research and clinical practice.

EDUCATION

[hidden], 2022 – Pursuing
GARDEN CITY UNIVERSITY

[hidden], 2020 – 2022
GARDEN CITY UNIVERSITY

[hidden], 2017 – 2022
Maharani Lakshmi Ammanni College

WORK EXPERIENCE

Glory Dots Tech LLP (Oct 2024 – Jan 2025)
Senior Consultant – Program Manager for CME, CDE, CM
– Managed and designed Continuing Medical Education (CME), Continuing Dental Education (CDE), and Continuing Medical (CM) programs.
– Coordinated educational initiatives and training programs for healthcare professionals.

Garden City University (March 2023 – March 2024)
Genetic Faculty
– Delivered lectures on genetics and molecular biology to undergraduate and postgraduate students.
– Supervised student research projects, providing academic mentorship.

Cryoviva Biotech Pvt Ltd (June 2022 – Jan 2023)
Counselor
– Educated prospective clients on the benefits of stem cell banking for genetic disorder treatment.
– Provided scientific counseling to parents regarding umbilical cord blood preservation.
– Boosted sales performance through strategic counseling and engagement.

SKILLS

Technical Skills: Next-Generation Sequencing (NGS) data analysis, Gene expression analysis (PCR, qPCR) and sequencing technologies (Sanger, NGS), Drug-based functional assays, Flow cytometry for cell analysis and biomarker detection, Circular, Nanoparticle-based applications in drug delivery, Quality control (QC) assessment of genetic data from clinical samples, R, Python, SPSS, PyTorch, TensorFlow, Git/GitHub.

Academic Skills: Genetic Counselor, Literature Review, Mentoring, Program Coordination, Technical Writing.

Laboratory Skills: DNA extraction, PCR, Gel Electrophoresis, Karyotyping, Cell Culture, Cryopreservation, Recombinant DNA (rDNA) technology using plasmids, RNA/DNA extraction, Western blotting, ELISA, Confocal microscopy and fluorescence microscopy, Transmission Electron Microscopy (TEM), Scanning Electron Microscopy (SEM), Mammalian and bacterial cell culture techniques, Biofilm formation, and inhibition studies.

Research Skills: Data Analysis, Data Interpretation, Grant Writing, Project Management, Team Collaboration.

LANGUAGES: English, Telugu, Kannada, Tamil, Hindi

PUBLICATIONS

1. K Reshma, Elamathi N, 2025. Image Analysis in Life Sciences: Exploring Applications and Enhancements through Machine Learning, International Journal of Research and Analytical Reviews, Volume 12 | Issue 1 | January 2025 Page No: 756-767 ([hidden]#038;p_id=IJRAR25A1606)

2. K Reshma, V G Shanmuga Priya, Dr Muhammed Asif. The Future of IVF: Leveraging AI and Machine Learning for precise Embryo Selection and Grading (Under Review)

3. K Reshma, Dr Elamathi Natarajan, V G Shanmuga Priya, Dr Muhammed Asif. Next-Gen Pneumonia Diagnosis: Secure AI Models with Federated Learning and Deep Learning Techniques (Under Review)

PROJECTS

1. Pneumonia Detection Using AI & ML
Built a deep learning model for pneumonia detection from chest X-rays, enhancing diagnostic accuracy. Tech: Python, TensorFlow, CNN, Image Processing, Transfer Learning

2. NGS Data Analysis: Processed NGS data for genetic variant detection using bioinformatics pipelines. Tech: Python, R, FastQC, BWA, GATK, Bioconductor

3. Phytochemical Analysis of Phyllanthus Niruri
Evaluated phytochemical compounds using MTT assay, DPPH, GC-MS, and molecular docking to assess bioactivity. Tech: Spectrophotometry, GC-MS, AutoDock, Cheminformatics

4. AI Model for Grading Day 3 and Day 5 Human Embryos
Developing an AI model to automate grading of Day 3 and Day 5 preimplantation embryos using image analysis, focusing on expansion, inner cell mass, and trophectoderm layers. Technologies Used: Python, PyTorch, ResNet, Inception, Image Processing, Data Augmentation, Transfer Learning, Model Optimization

5. Molecular Docking Simulations of Phytochemicals with Target Proteins
Investigating the potential of phytochemicals from Sphagneticola trilobate against breast cancer and cervical cancer target proteins. Technologies used: PyMOL, Chimera, Discovery Studio, AutoDock

6. Sphagneticola trilobata (L.): An enigma of anticancer activity
Identified anticancer activity in cervical and breast cancer cells. Technologies Used: MMT Assay, DDPH, GC-MS (Gas Chromatography-Mass Spectrometry) analysis

7. The study on clinical pregnancy rate in day 3 and day 5 embryo transfers: a cross-sectional retrospective study
Conducted a cross-sectional retrospective study analyzing clinical pregnancy rates in day 3 versus day 5 embryo transfers. Technologies Used: SPSS, Microsoft Excel

INTERNSHIPS

Biotecnika Info Labs Pvt Ltd (August 2024)
Research – Projects on AI & ML
– Conducted research projects integrating Artificial Intelligence (AI) and Machine Learning (ML) into life sciences.
– Explored AI applications in biotechnology, healthcare, and medical diagnostics.

Garbhagudi IVF Center (Feb 2022 – May 2022)
Research Intern
– Conducted andrology analysis, including sperm motility and morphology assessment.
– Assisted embryologists in IVF lab procedures and patient case studies.

Stroma Lifesciences Pvt Ltd (Dec 2021 – June 2022)
Research Project on Anticancer Activity
– Investigated potential anticancer compounds targeting cervical and breast cancer.
– Performed cytotoxicity assays and bioassays to evaluate therapeutic efficacy.

Keywords: AI-Powered Researcher, Machine Learning Expert, Image Analysis, Genetic Counseling, Next-Generation Sequencing, Gene Expression Analysis, Data Analysis, Project Management, Deep Learning, Genetic Technology, Bioinformatics.

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Cover Letter:

**Reshma Reddy**
17-03-2025
**Hiring Manager**
Bizamica
Pune, India
**Subject:** Application for AI/ML Analyst Position
Dear Hiring Manager,
I am excited to apply for the AI/ML Analyst position at Bizamica. With a strong academic foundation in **biotechnology, genetics, and AI-driven research**, coupled with hands-on experience in **machine learning and image analysis**, I am eager to contribute to your team.
I hold a **BSc in Biotechnology**, an **MSc in Molecular & Human Genetics**, and am currently pursuing a **PhD in Clinical Embryology**, where my research focuses on **developing AI models for embryo grading using image analysis**. My expertise includes **deep learning, computer vision, and data analysis**, particularly in healthcare applications. Additionally, I am proficient in **Python, SQL, PyTorch, and data preprocessing techniques** essential for AI/ML model development.
My experience as a **Geneticist at Garden City University** and research roles at **Garbhagudi IVF Center and Cryoviva Biotech Pvt Ltd** have equipped me with **data-driven problem-solving skills and analytical expertise**. I am eager to apply these skills to drive AI innovation at Bizamica.
I look forward to the opportunity to discuss how my background aligns with your needs. Thank you for your time and consideration.
Best regards,
**Reshma Reddy**

Name: John Smith

Summary: Experienced marketing professional with a passion for creativity and innovation. Proven track record in developing successful marketing campaigns and strategies. Strong analytical skills combined with a creative mindset.

Experience:

Marketing Manager
ABC Company, Anytown, USA
January 2015 – Present

• Developed and implemented marketing strategies to increase brand awareness.
• Oversaw the creation of marketing collateral and digital content.
• Analyzed market trends and conducted competitor research.

Education:

Bachelor of Business Administration in Marketing
XYZ University, MajorCity, USA
Graduated May 2014

Skills:

Marketing Strategy, Digital Marketing, Social Media Marketing, Content Creation, Brand Management

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Cover Letter:

Dear recruiter,

My name is Ishwarya, I did Masters in Microbiology from Alagappa University in Karaikudi, Sivagangaidistrict. I am writing to express my interest in the AI/ML analyst position in your organization.

I have been worked as a Project Associate in St. John’s Research Institute, Bangalore and had vast experience in infectious diseases. Given my first-class degree and my interest in Microbiological techniques, research and development, I am confident that I will give me a good start in your organization. Along with good interpersonal and communication skills, and also Currently, I hold [hidden] GPA score and was ranked amongst the top 5 of my class. I also completed a one-month internship in Madurai Kamaraj University, Tamil Nadu, India, where I worked as a part of their backend team.

During my time, I also pursued Diploma in medical laboratory technology, certificate courses, and attended many conference, workshop, and published many articles and book chapters, and I have research experience in “Production of biofuel from Oscillatoria sp.,” and in “Mass cultivation of bacterial cellulose under LED strips for application in the textile industries”.

My in-depth understanding of microbiological testing, evaluation, and validation along with my capacity to successfully manage all parts of laboratory operations will enable me to contribute to maintaining and enhancing the accomplishments of your company. With the passion for learning and hard work, I feel that I will be an asset to your organization. I would be happy to discuss more in an interview at your convenience, and I hope to hear back from you via email or phone.

Thank you for taking the time to consider my application. Sincerely,

Ishwarya A

**Niranjana Shriram**

Summary: Experienced Senior Software Engineer with a passion to enhance nutrition and dietetics skills in order to deliver holistic healing solutions to clients in the beauty & wellness, healthcare, and personal care industries. Seeking opportunities to contribute effectively and grow in a dynamic environment.

Personal Details:
– Date of Birth: 1990-11-14
– Highest Career Level: 5+ years experience
– Industry: Beauty & Wellness, Childcare, Healthcare, Personal Care & Home Health, Quality Assurance

Work Experience:
– **Senior Software Engineer**
– SS&C GlobeOp-Mumbai, Maharashtra
– Full-time
– June 2016 to April 2019

– **Test Engineer**
– TEMENOS-Chennai, Tamil Nadu
– Full-time
– September 2015 to November 2015

– **Software Test Engineer**
– Tata Consultancy Services (TCS)-Chennai, Tamil Nadu
– Full-time
– August 2012 to January 2015
– Roles and responsibilities: Trained in Dot net, Specialisation in Quick test Professional (HP Automation Tool), Team member

Education:
– **Diploma in Nutrition and Dietitics**
– Wellness Institute of Management – Mumbai, Maharashtra
– November 2023 to May 2024

– **B. Tech in Industrial Biotechnology**
– SASTRA University – Thanjavur, Tamil Nadu
– 2012

– **HSC**
– Vairams Matriculation Higher Secondary School Pudukkottai – Pudukkottai, Tamil Nadu
– 2008

– **SSLC**
– Sri Kulapathi Balaiah Higher Secondary – Pudukkottai, Tamil Nadu
– 1989 to 2006

Additional Information:
– **Technical Proficiency**: Diploma in Nutrition and Dietetics, QTP, UFT
– **Languages Known**: Basics of C and C++, Java, MS Excel, MS PowerPoint, MS Word
– **Operating Systems**: Windows XP/98/7
– **Trainings, Achievements, and Interests**:
– In-plant training in Effluent Treatment Plant at Orchid Chemicals and Pharmaceuticals
– In-plant training in Bio-chemistry and Microbiology laboratory at Harvey Diagnostic Lab
– Training in “Basic Life Support” conducted by Indian Medical Association TN state branch ALERT
– Presented papers and posters at various academic events
– Workshops attended on molecular modeling and disaster management

Skills: Nutrition and Dietetics, Automation Testing, Team Collaboration, Technical Training, Research & Development.

Cover Letter:

Recently undergone training in AI/ML program with biotecknika. Having [hidden] years of experience in IT software testing.

Sugam Singh

Location: Surat, GJ, 395017

Summary

Highly skilled and dedicated individual with a background in Bioinformatics and Biotechnology. Experienced in research, project management, and academia. Proven track record of successfully completing projects and publications in the field. Proficient in various laboratory techniques and data analysis.

Education

Netaji Subhas University of Technology
Masters in Bioinformatics
Major: Bioinformatics
Graduation date: July 2023

Jaypee University of Information Technology
Bachelors in Biotechnology
Major: Biotechnology
Graduation date: July 2021

Experience

Project Associate, NSUT, Delhi – March 2024 to Present

• Working on the ICMR project of “Implementation of Machine Learning for improvement of Patient Care in COVID-19”
• Completed the Computational genomics study of Highly resistant A. baumannii bacteria comparing the strains AYE and VB473 identifying the evolutionary and adaptation points in the genome which can associated with increased resistance against antibiotics

Summer Intern, Jubilant Life Sciences Ltd., Gajraula – June 2020 to Aug 2020

• Studied about various industrial scale operations involved in Ethanol production and wastewater treatment plants and different parameters of their working.

Training and Leadership

Training and Placement Coordinator, NSUT – January 2022 to February 2023

• As a placement coordinator held the responsibility of communicating with hiring officials and managing the complete recruitment process by connecting students with the recruiters.

Synapse Club President, JUIT – August 2019 to May 2020

• As a president in club exclusively for Biotechnology students had organized several talks with alumina and different industrial experts for students to gain and develop connection.

Certificates

Introduction to Genomics – [hidden] – July 2020

• Biology of genetics and genetic variation while considering practical applications of genomics to research and medicine.

Introduction to Transcriptomics – [hidden] – August 2020

• Biology of RNA Transcripts of an organisms and its application to research and medicine.

Academic Projects

Binding Interaction of Pseudomonas aeruginosa with Acetyl-CoA and Acyl-CoA for the Biosynthesis of PHA Production – NSUT – July 2022 to July 2023

• Identified catalytic sites and formed protein substrate complex by auto-dock.
• Performed molecular dynamic simulations to identify the configuration and the movement between the atoms and the molecules in Pseudomonas Species.

Food Waste Valorization and its application – JUIT – July 2020 to September 2020

• Review of Food waste Valorization techniques and their industrial application.
• Trends and techniques were understood and were employed towards designing a polymer from the process of Food waste Valorization.

Skills

Keywords: Microscopy, Quantification and Qualitative assays Immunological assays, DNA and RNA Isolation, Gel Electrophoresis, Cell Culturing, Cell line maintenance

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Cover Letter:

Dear Hiring Manager,
I am excited to apply for the **AI/ML Analyst** position at **Bizamica**. With a **Master’s in Bioinformatics from NSUT** and a strong foundation in **machine learning, computational biology, and data analysis**, I am eager to contribute to Bizamica’s AI-driven innovations. My expertise in **AI/ML model development, deep learning frameworks, and genomic data analysis** aligns well with the responsibilities outlined for this role.
As a **Project Associate at NSUT**, I worked on an **ICMR-funded project leveraging machine learning for clinical data analysis**, where I developed predictive models for patient care in COVID-19. This experience honed my **ability to analyze complex datasets, develop AI/ML solutions, and collaborate with cross-functional teams**. Additionally, my research in **genomics and bioinformatics** strengthened my skills in **feature engineering, statistical modeling, and AI-driven biomedical insights**.
I am proficient in **Python, R, TensorFlow, and scikit-learn**, with hands-on experience in **big data processing and cloud computing platforms**. My ability to translate **AI/ML insights into actionable business solutions**, coupled with **strong problem-solving and communication skills**, makes me a valuable asset for Bizamica’s AI team.
Bizamica’s commitment to **cutting-edge AI/ML research and technological advancements** strongly resonates with my passion for **harnessing AI to drive impactful data-driven solutions**. I would welcome the opportunity to discuss how my skills align with your team’s objectives.
Thank you for your time and consideration. I look forward to your response.
**Best regards,**
**Sugam Singh**

Sushma Rai – Bioinformatics Analyst

Education

Banasthali Vidyapeeth Rajasthan Jaipur, India

Masters in Bioinformatics – ([hidden] CGPA) Aug. 2020 – June 2022

Patna Science College Patna, India

Bachelors in Science (61%) June 2016 – May 2019

Work Experience

One Cell Diagnosis – Duration: 4 Months

Bioinformatics Analyst Full Time

• Maintained and subsetted large-scale metadata for high-throughput bioinformatics projects.
• Conducted single-cell analysis for patient samples, focusing on genomic and epigenomic variations.
• Developed patient reports integrating multi-omics data for clinical insights.
• Utilized Sig Profiler for mutation signature analysis and worked on GBS data interpretation.
• Performed methylation gene analysis to study epigenetic modifications.

ICAR NIPB, New Delhi – Oct 2021 – Jun 2022

Dissertation Researcher Full Time

• Conducted research on bioinformatics applications in agricultural genomics.
• Worked with various computational tools for genome analysis.
• Reviewed and edited scientific publications in the field of life sciences and bioinformatics.

Skills

• Python, R, UNIX
• Excel, MS Office
• MATLAB, Gel Electrophoresis, DNA Extraction
• Git, GBS
• Familiar/Worked With: AWS

Projects & Research Interests

• Mass Spectrometry Data Interpretation Analysis
• Integration of Metabolomics with Multi-Omics Data
• Application of Spatially Informed Clustering Algorithms in MSI
• Development of Computational Pipelines for Bioinformatics

Keywords: Python, R, UNIX, Excel, MATLAB, Gel Electrophoresis, DNA Extraction, Git, GBS, AWS

“`

Cover Letter:

Sushma Rai
Patna, Bihar PIN – 800024
Mar 11, 2025
Hiring Manager Bizamica Pune/India
Dear Hiring Manager,
I am writing to express my interest in the AI ML Analyst position at Bizamica. With a Master’s in Bioinformatics and hands-on experience in mass spectrometry data analysis, single-cell analysis, and computational biology, I am eager to contribute my skills and expertise to your team.
During my tenure at One Cell Diagnosis, I worked extensively on metadata maintenance, single-cell analysis, and genomic data interpretation. My experience includes utilizing tools like Sig Profiler for mutation signature analysis and performing methylation gene analysis to study epigenetic modifications. My technical proficiency in R, Python, and bioinformatics pipelines, coupled with my ability to collaborate with cross-functional teams including biologists, chemists, and data scientists, allows me to contribute effectively to projects requiring integration of multi-omics data.
I am enthusiastic about the opportunity to bring my analytical skills and bioinformatics expertise to Bizamica. I would welcome the opportunity to discuss how my background aligns with the needs of your team. Please feel free to contact me at your earliest convenience to schedule an interview.
Thank you for your time and consideration. I look forward to the possibility of contributing to your organization.
Sincerely, Sushma Rai

CV: Vilas V. Shinde

Summary: Dedicated and experienced Head of Laboratory Services with a strong background in managing laboratory operations and ensuring quality results. Proficient in maintaining LIS systems, resolving grievances, and adhering to NABL/NABH guidelines. Skilled in training staff, conducting market research, and launching new products to drive sales growth.

Industrial Experience:

Yashashri Hospital (2016-Till Date), Pune

Head of Laboratory Services

• Maintained laboratory productivity by monitoring workload and identifying peak and slack periods.
• Participated in the hospital quality assurance program and made adjustments in policies and procedures.
• Managed LIS system, recommended improvements, and ensured security and confidentiality.
• Resolved internal and external grievances.

VIMAL Laboratories Services (2014-2016), Pune

Sr. Laboratory Technician

• Performed biochemical, haematological, and serological analysis of pathological specimens.
• Maintained laboratory records and monitored stock.
• Provided training to new trainees.

Academic Record:

MSc (Biochemistry) – Haffkine Institute, Mumbai (Dec. 1996)

[hidden] Biochemistry (Ongoing Since June 2023)

Academic Achievements:

• Awarded junior research fellowship from Haffkine Institute, Mumbai.
• First rank in GASCA-QUIZ at intercollegiate competition.
• Presented research papers at various national and international conferences.

Membership:

• Certified member of Healthcare Panels of India for research and data analytics studies.
• Active professional member of ASSOCIATION OF PHARMACEUTICAL RESEARCH.

Technical Expertise:

• Survey of scientific literature.
• Experience with various laboratory equipment and techniques.
• Proficient in NABL/NABH documentation.
• Competent in using AIML tools in Biology and computational biology.

Computer Literacy:

Proficient in WordStar, Database Management System, Windows 10, and Bioinformatics databases.

Personal Details:

Interests: Reading, Quizzing, Singing

Skills Keywords: Laboratory Management, Quality Assurance, NABL/NABH Guidelines, Market Research, Training, Scientific Research, Healthcare Analytics, Laboratory Equipment, AIML Tools, Computational Biology.

“`

Cover Letter:

Dear Sir
Let me introduce myself as a post graduate in Biochemistry by research from Mumbai University. Being given to understand that there is a vacancy of AI/ML Analyst in your esteemed organization, I would like to join the same with strong flair for machine learning in clinical research domain. Please find herewith my resume for your kind perusal.
I assure for my sincerity and hard work towards successful results for achieving organizational goals.
Thanking you so much.

Yours sincerely,
Vilas v shinde

Paras R Parekh

Date of Birth: 17/08/1988

Nationality: Indian

Languages Known: English, Hindi, Gujarati

Career Objective

To seek a growth-oriented career, which provides exposure to all aspects of the profession and also develop technical skills to contribute with complete dedication for the organization’s growth.

Key Strength

• Strong communication skill
• Hardworking and meticulous person with optimistic mentality
• Good team worker and able to work under pressure & punctual
• Keen sense of willingness to adapt to changing scenarios
• Problem-solving skills – can recognize problems and devise and implement a plan of action

Area Of Interest

Interested to grow a career in the field of Microbiology, Biotechnology, and Bioinformatics.

Professional Experience

Lab Assistant at PDU Hospital Rajkot from 23/04/2020 to 20/09/2020 for Biochemistry and Pathology Testing for samples of COVID 19 patients.

Lab Technician in RTPCR Laboratory on SARS COV – 2 Respiratory Samples for the diagnosis of COVID 19 from 14/01/2022 to 31/03/2022 at Satellite unit (Department Of Pharmaceutical Sciences Saurashtra University) of PDU Medical College Rajkot.

Job Profile: Lab Technician / Lab Assistant

• Perform Labelling and bar-coding of biological samples as per proper guidelines
• Extraction RNA from Nasal and Throat Swab specimen for RT-PCR
• Run samples for tests
• Evaluate results according to the test curve
• Update Quality Assurance Manual

Academic Profile

Qualifications	Specialization	Board/Univ.	Year	%
BE	Bio Technology	VVP ENGINEERING COLLEGE /SAURASHTRA UNIVERSITY	2009	[hidden]
HSC	Biology-Maths	GSHSEB (State Board)	2005	50%
SSC	Science, Maths	GSEB (State Board)	2003	[hidden]

Technical Skill Sets

Microbiology, Molecular Biology, Biochemical Techniques & Proteomics, Recombinant DNA Technology, Hands-on Instrumentation

Industrial Training at Academic Level

• Industrial visit at Gujarat Forensic Science Laboratory Gandhinagar, Gujarat (2006)
• Industrial Visit at Gujarat Science City Ahmedabad, Gujarat (2006)
• Industrial Visit at VECO LAB Rajkot for Plant Tissue Culture (2007)
• Industrial Visit at Sterling Biotech Vadodara (2008)

National Conference

• Three Days National level Conference on Genomics, Proteomics, and System Biology at [hidden] Tata Auditorium IISC Bengaluru in 2008
• Attended CME Conference at NIMHANS Bengaluru from 14th-15th Oct 2024
• Attended flow cytometry workshop at Bioscience Department IISC Bengaluru
• Attended IMMUNOCON 2024 PRESTIGIOUS CONFERENCE MEETING at [hidden] tata auditorium IISC Bengaluru from 17-20th Oct 2024

Academic Projects

Identification, Characterization, and Purification of Enzyme Amylase from Bacillus Species as a part of the final semester.

Additional Qualification

MICROBIOLOGY SOFTWARE: Knowledge of WHONET SOFTWARE

BIONFORMATICS SOFTWARE KNOWLEDGE: Autodock, MGL Tools, Pymol, Rasmol

NGS Certificate Course: Completed NGS Certificate course from Biotecnika info labs Pvt. Ltd. in September 2024

COMPUTER SKILLS: Operating Systems – Windows 11, Software Installation, MS Office – 2021, Expertise of using AI and chat GPT in Windows 11, Expertise of using co-pilot all inbuilt software of Windows 11

Skills

Microbiology, Molecular Biology, Bioinformatics, Biochemistry, Proteomics, Molecular Techniques, Genetics, Instrumentation, Industrial Training, Biotechnology, Computer Skills, Research, Quality Assurance

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Cover Letter:

I hold a Bachelor of Engineering degree in Biotechnology, complemented by practical experience in molecular techniques including PCR, gel electrophoresis, and cell culture. My laboratory and research experience provided extensive exposure to RT-PCR techniques, fostering a robust understanding of experimental analysis, particularly during the three waves of the COVID-19 pandemic. Furthermore, I possess experience with specific bioinformatics tools and NGS techniques. Currently, I am undertaking training in AI/ML in Biology, Bioinformatics, and Computational Biology at Biotecnika. I am passionate about leveraging my skills to advance innovative research in biotechnology and eager to contribute to cutting-edge projects within your team.

While I acknowledge my experience is relatively focused, my strong observational skills and aptitude have enabled me to acquire significant knowledge within a short timeframe in my previous project. I am confident that the new skills and knowledge I have gained can be effectively implemented in both current and future projects, contributing to the company’s growth.

I possess a Bachelor of Engineering degree specifically in Biotechnology, which has provided me with a solid foundation in the principles and practices of this interdisciplinary field. This academic background is significantly strengthened by my hands-on, practical experience in a range of essential molecular biology techniques. These techniques include Polymerase Chain Reaction (PCR), a fundamental method for amplifying DNA sequences; gel electrophoresis, used extensively for separating and analyzing DNA, RNA, and proteins based on their size and charge; and cell culture, which allows for the growth and maintenance of cells in a controlled laboratory environment. My engagement in laboratory work and research activities has been instrumental in honing my technical skills and fostering a robust understanding of experimental analysis. This understanding proved particularly valuable and was actively utilized during the challenging period of the three waves of the COVID-19 pandemic.

To further enhance my expertise and broaden my skill set, I am currently undertaking specialized training in Machine Learning (ML) in Biology, Bioinformatics, and Computational Biology at Biotecnika. This comprehensive training program is designed to equip me with the necessary knowledge and abilities to effectively apply machine learning algorithms and computational methods to biological data analysis and interpretation. I am deeply passionate about leveraging my existing skills and newly acquired knowledge to contribute to the advancement of innovative research in the field of biotechnology and related disciplines. Furthermore, I am particularly eager to contribute to and collaborate on cutting-edge projects within your team, where I believe my skills and enthusiasm can make a significant impact.

While I acknowledge that my practical experience is currently focused on specific areas within the broader field of biotechnology, I am confident in my ability to quickly adapt and learn new techniques and concepts. My strong observational skills and natural aptitude for learning have enabled me to acquire a significant amount of knowledge within a relatively short timeframe in my previous project. This ability to rapidly assimilate information and apply it effectively has been a key asset throughout my academic and professional pursuits. I am confident that the new skills and knowledge I have gained through my formal education and ongoing training can be effectively implemented in current and future projects, thereby contributing significantly to the company’s overall goals and objectives. I am eager to put my skills to work and become a valuable member of your team.