Curriculum Vitae

Introduction: A dedicated and skilled Biotechnology professional with a strong background in Artificial Intelligence, Machine Learning, and Bioinformatics. Experienced in structural characterization of ribosomes and polymerization dynamics of proteins. Fluent in multiple languages with a passion for continuous learning and development.

Personal Information

Name: Divyashree Narendra Munishwar
Address: Mumbai, India
Date of Birth: October 30, 1995
Nationality: Indian

Work Experience

11/2024 – 01/2025
Internship in Artificial Intelligence and Machine Learning in Biology and Bioinformatics
Biotechnika, Bangalore
• Comparative genome analysis using machine learning for evolutionary studies.
• Machine learning for classifying microarray gene expression data to identify cancer subtypes.

03/2024 – 09/2024
Language Tutor for Students and Mentor for Students
• Conducted preparatory courses for German A1 and A2 levels.

03/2022 – 09/2022
Master’s Thesis at Helmholtz Center for Infection Research, CSSB, Hamburg
Topic: Structural characterization of 70S ribosomes from Pseudomonas aeruginosa for ribosome heterogeneity
• Developed methods for purifying ribosomes from a wild-type strain of prokaryotic bacteria.
• Analyzed the structural composition of 70S ribosomes from Pseudomonas aeruginosa and E. coli.
• Laboratory skills: SDS-PAGE, mass spectrometry, sucrose density gradient ultracentrifugation, transmission electron microscopy, negative staining, liquid chromatography-mass spectrometry, Western blotting.

05/2018 – 09/2019
Here Solutions Private Limited, India
• Analyzed and interpreted situations in source data and compared them with the existing database.
• Performed quality control of entered data to ensure validity with support.

11/2017 – 04/2018
Internship at Centre for Excellence in Basic Sciences, University of Mumbai, India
• Studied polymerization dynamics of actin proteins under various parameters.
• Real-time PCR, qualitative and quantitative DNA analysis using agarose gel electrophoresis.
• Laboratory skills: HPLC, dynamic light scattering, size-exclusion chromatography, TEM imaging, SEM imaging, infrared spectroscopy, gas chromatography.

Education

10/2020 – 10/2022
Offenburg University of Applied Sciences, Germany
Master of Science ([hidden]) – Biotechnology
• Master’s thesis: Structural characterization of 70S ribosomes from Pseudomonas aeruginosa for ribosome heterogeneity.

02/2021 – 06/2021
University of Warmia and Mazury in Olsztyn, Poland
Master of Science ([hidden]) – Environmental Biotechnology

08/2013 – 07/2017
University of Mumbai, India
Bachelor of Engineering ([hidden]) – Biotechnology Engineering
• Bachelor’s project: Analysis of plastic degradation using microorganisms from soil.

Further Training

08/2021 – 09/2021
Trinational KTUR Summer School in Entrepreneurship (Freiburg, Basel, Strasbourg)
• Business idea and model development, market entry and pitching, financing, and planning.
• Group work: Developing and presenting a business idea.

02/2020 – 03/2020
ICBio Clinical Research Private Limited, Bengaluru, India
• Clinical research and clinical pharmacology.
• GMP, ethics, guidelines, and regulations in clinical research.

11/2019 – 12/2019
Bioinformatics Methods, University of Toronto, Canada (Online Learning)
• Databases, BLAST, multiple sequence alignments, selection analysis.
• “Next Gen” sequencing analysis (RNA-Seq) / metagenomics.
• Phylogenetics.

Computer and Language Skills

Programming Languages: HTML, Python (for data analysis).
Software: MS Office, Clustal Omega, ChemSketch, CAMBIO.
Native Languages: Hindi, Marathi.
Foreign Languages:
• German – B1 (CEFR)
• English – C1 (CEFR)

Skills

Artificial Intelligence, Machine Learning, Bioinformatics, Structural Characterization, Data Analysis, Laboratory Techniques, Business Development, Clinical Research, Bioinformatics.

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Cover Letter:

I am interested in this position and would like to know more.

Kasturi Kumari

Objective:

To leverage my expertise in biotechnology, bioinformatics, and training in Artificial Intelligence and Machine Learning to solve complex biological challenges and contribute to innovative research in AI-driven life sciences, data analysis, and drug development.

Key Skills:

• Types of AI and ML algorithms (supervised and unsupervised learning)
• Tools for Computer-Aided Drug Design (CADD)
• Applications in Multiomics
• Algorithms in ML for biological data analysis
• Python programming for molecular modeling, data processing, and ML workflows
• Familiarity with libraries like Scikit-learn and NumPy
• Data analysis and retrieval from biological databases
• In silico drug design (molecular modeling and docking) using Python
• Multiomics data analysis techniques

Technical Skills:

• Extraction and estimation of biomolecules
• Protein and nucleic acid separation and purification
• Plant tissue culture, animal cell culture
• Virus culture and purification
• Enzyme isolation, purification, and assay
• Routine hematology and clinical chemistry
• Essential oil estimation (qualitative and quantitative)

Computational Skills:

• MS Office Suite
• Python programming for AI-ML and bioinformatics tasks

Academic Profile:

• [hidden] Biotechnology (2011) – Roland Institute of Pharmaceutical Sciences, Berhampur University, Odisha
• [hidden] Biotechnology (2009) – JITM, Parlakhemundi, Berhampur University, Odisha
• +2 Science (2006) – CHSE Board, Berhampur, Odisha
• 10th (2004) – HSC Board, Berhampur, Odisha

Training and Certifications:

• Training on Artificial Intelligence and Machine Learning (AI-ML) in Biology and Bioinformatics (1 month)
• Short-term training on essential oils, spice oils, and qualitative analysis using Gas Chromatography

Projects:

• AI-ML Applications in Multiomics
• In Silico Drug Design with CADD

Publication:

• Anti-microbial and Free Radical Scavenging Activity of Chamomile Flower Essential Oil – [hidden] Bisht*, Rojita Mishra, and Kasturi Kumari, Asian Journal of Pharmaceutical and Health Sciences, Vol-2/Issue-2, Jan-Mar 2012

Personal Profile:

• Date of Birth: 21st August 1989
• Marital Status: Married
• Nationality: Indian
• Languages Known: English, Hindi, Telugu, Oriya
• Health: Excellent

References:

1. Dr. Satpal Singh Bisht, Professor, Department of Biotechnology, Kumaun University, Nagpur

Date: _________

Signature: Kasturi Kumari

Skills Keywords:

AI-ML Algorithms, CADD Tools, Multiomics Applications, Python Programming, Data Analysis, Molecular Modeling, Bioinformatics, Biomolecule Estimation, Protein Purification, Virus Culture, Enzyme Assay, MS Office, Computational Skills

“`

Cover Letter:

Recently done AI-ML in Bioinformatics & [hidden] have good knowledge on algorithms used in [hidden]#038; diff AI tools used.

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Introduction

Innovative and driven Data Science and AI enthusiast with hands-on experience in machine learning, data science, and bioinformatics. Passionate about leveraging AI to solve real-world problems, with a good foundation in data preprocessing and predictive analytics.

Education

[hidden] Biotechnology | NMAM Institute of Technology (CGPA: [hidden]) | 2020 – 2024

Relevant Coursework: Data Science, Machine Learning, Bioinformatics, SAS

Technical Skills

• Programming & Tools: Python, Scikit-learn, Pandas, NumPy, RDKit, SAS, MATLAB
• Machine Learning & Data Science: Predictive modeling, Ensemble methods, Data preprocessing, Exploratory Data Analysis (EDA)
• Bioinformatics Tools: AutoDock Vina, PyRx, SwissADME, MolProbity
• Other: Data Visualization, Scientific Research, Communication

Experience

Bioinformatics Intern | BiotecNika (Remote) | July 2024 – Feb 2025

• Designed a streamlined drug discovery pipeline for CVD, integrating data mining, curation, and preprocessing for high-quality model training.
• Shortlisted 214 drugs from 1500+ using machine learning techniques.
• Enhanced predictive accuracy using ensemble methods, refining drug discovery insights.
• Implemented a CVD disease prediction model and content-based drug recommendation system integrating patient and drug data.

Projects

AI in Cardiovascular Drug Discovery & Patient Data Analysis

• Collected, integrated, Curated and pre-processed clinical datasets for cardiovascular disease analysis and conducted Exploratory data analysis.
• Implemented ML models for disease prediction, achieving 86% accuracy.
• Built a content-based drug recommendation system to assist in treatment decisions.

Faculty Demographics Analysis using SAS

• Leveraged SAS to analyze departmental faculty activities at NMAMIT.
• Conducted EDA and data visualization, compiling insights into a detailed report.

Certifications

• Data Science Bootcamp (Udemy)
• Data Analytics Essentials (IBM-Coursera)
• Good Clinical Practice Certificate (NIDA)
• Work Smarter with Excel (Coursera)

Academic & Extracurricular Achievements

• Certificate for Excellence in SAS Programming Minor Project
• National-Level Table Tennis Player (SGFI, VTU, Vidyabharathi)
• Member of IEI, ISTE, and NSS

Skills

Python, Scikit-learn, Machine Learning, Data Science, Bioinformatics, Data Visualization, Predictive Modeling, SAS, Scientific Research, Communication

“`

You can directly paste this HTML code into your WordPress post editor to create a well-formatted CV post.

Cover Letter:

S. Yogashree
Mangalore

17 Feb, 2025
Hiring Manager
Bizamica
Pune
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 background in Biotechnology, data science, machine learning, and bioinformatics, I am eager to contribute my analytical and problem-solving skills to your team. My experience in predictive modeling, data preprocessing, and AI-driven solutions aligns well with the responsibilities of this role.
During my time as a Bioinformatics Intern at BiotecNika, I designed a streamlined drug discovery pipeline, integrating data mining, curation, and preprocessing for model training. I also implemented a disease prediction model and a content-based drug recommendation system by leveraging existing machine learning models. These experiences have honed my ability to analyze complex datasets and develop AI-powered solutions for real-world problems.
My technical skills include Python, Scikit-learn, Pandas, NumPy, along with hands-on experience in ensemble learning and data visualization. I am also well-versed in leveraging AI frameworks to drive insights and decision-making.
I am particularly excited about the opportunity to collaborate with cross-functional teams at Bizamica and stay at the forefront of AI/ML advancements. I would like to learn and grow with your esteemed company.
I would welcome the opportunity to discuss my qualifications further. Thank you for your time and consideration. I look forward to hearing from you soon.
Sincerely,
S. Yogashree

Swarupa Kulkarni

Mumbai, IND

PROFESSIONAL SUMMARY

Highly motivated AI/ML Analyst with a strong background in applying machine learning techniques to biological data. Experienced in developing predictive models, optimizing algorithms, and extracting insights from complex datasets. Currently engaged in an AI/ML internship focused on bioinformatics and computational biology. Adept at leveraging Python, R to drive data-driven decision-making. Passionate about the intersection of AI and life sciences, with a keen interest in deep learning and statistical modelling.

EDUCATION

Bachelors of Science in Biotechnology – April 2022
V. G Vaze College, Mulund, Mumbai

WORK EXPERIENCE

Intern – AI/ML in Biology
Biotecnika – Jan 2025-Present

• Developed machine learning models to analyse biological datasets.
• Utilized Python, R, CADD and TensorFlow for data preprocessing and predictive modelling.
• Optimized ML algorithms for performance improvements and scalability.
• Designed and implemented data pipelines for large-scale data processing.

SKILLS

Competencies:

• Machine learning algorithms (supervised & unsupervised learning)
• Data preprocessing, feature engineering, and model optimization
• Statistical analysis and predictive modelling.
• Data visualization: Matplotlib, Seaborn, Tableau, Plotly
• Project management and teamwork

Technical skills:

• Programming languages: Python, R
• ML Frameworks: PyTorch, Scikit-learn, Scikit-bio.
• Data engineering: NumPy, Pandas
• Bioinformatics Tools: Biopython, BLAST.
• Deep learning frameworks: TensorFlow, PyTorch, keras

PROJECT & RESEARCH

Avishkar Research Convention, University of Mumbai – April 2022
Presented a research proposal at district level showcasing research on “Egg and peanut shell as functional biomaterial”.

LANGUAGES

• English (fluent)
• German (intermediate)

“`

Cover Letter:

Swarupa Kulkarni

March 18, 2025

To,
Hiring Manager
Bizamica
Pune, Maharashtra

Subject: Application for AI/ML Analyst position

Dear Hiring Manager,
My name is Swarupa Kulkarni, and I am writing to express my interest in the AI/ML Analyst position at Bizamica, Pune. With a strong foundation in artificial intelligence, machine learning, and data analysis, I am eager to leverage my expertise to drive data-driven insights and innovative solutions for your team.
During my internship in AI/ML in biology, I honed my skills in data preprocessing, model development, and performance optimization. I have experience with python, TensorFlow and keras along with a keen ability to translate complex data into actionable strategies. My ability to collaborate across interdisciplinary teams and my passion for solving real-world problems through AI make me a strong candidate for this role.
I am eager to bring my analytical mindset and technical proficiency to Bizamica and would welcome the opportunity to discuss how my skills align with your team’s goals. Thank you for your time and consideration. I look forward to your response.

Best regards,
Swarupa Kulkarni

Summary: Experienced marketing professional with a proven track record in creating and implementing effective marketing strategies. Skilled in social media management, content creation, and campaign optimization.

Work Experience:

Marketing Manager, XYZ Company
– Developed and executed digital marketing campaigns that increased brand awareness by 30%
– Managed a team of five marketing specialists, delegating tasks and ensuring project deadlines were met

Education:

Bachelor’s Degree in Marketing, ABC University
– Graduated with honors

Skills:

Keyword 1, Keyword 2, Keyword 3

Cover Letter:

Shreyash maske
Pune, kharadi

Cover Letter
======
I am excited to apply for the Al/ML analyst position. With a strong background in computational biology, data analysis, and machine learning, I am eager to leverage my skills to support cutting-edge research and data-driven discoveries.

In my previous certification I analyzed large-scale biological datasets, developed custom bioinformatics pipelines, and collaborated with multidisciplinary teams to extract meaningful insights from genomic, transcriptomic, and proteomic data. My expertise includes using tools such as Python, R, Bioconductor, Nextflow, and SQL, as well as working with NGS data analysis, sequence alignment, and machine learning applications in bioinformatics.

Some highlights of my experience include:

Developing and optimizing bioinformatics workflows for genomic and transcriptomic data analysis.

Working with high-throughput sequencing data (RNA-Seq, WGS, ChIP-Seq) to identify patterns and biomarkers.

Applying machine learning techniques to predict biological outcomes and classify disease subtypes.

Collaborating with biologists and clinicians to translate computational findings into actionable insights.

I am particularly drawn to [company] because of its innovative research in [mention specific area, [hidden], precision medicine, drug discovery, systems biology]. I am eager to contribute my analytical expertise to your team and support impactful scientific advancements.

I would welcome the opportunity to discuss how my skills align with your team’s goals. Please feel free to contact me at your convenience. Thank you for your time and consideration.

Best regards,
Shreyash maske

CURRICULUM VITAE

Sakshi Dhiman

SUMMARY:

Biotechnology postgraduate with expertise in bioinformatics, molecular docking, and AI/ML applications in biology for computational analysis and drug discovery.

EXPERIENCE:

Training Program in AI and ML in Biology, Bioinformatics and Computational Biology – Online | Biotecnika | September 2024 – October 2024

• Successfully completed 30 days hands-on training in AI, ML applications in biology, bioinformatics and computational biology
• Learned and implemented machine learning algorithms for biological data analysis – Supervised, Unsupervised and Reinforcement
• Applied deep learning models (CNNs, RNNs) for genomics and proteomics data analysis – DeepSEA Chromatin, HumanBase ExPecto, AlphaFold
• Conducted data clearing techniques for biological data to enhance model accuracy
• Implemented deep learning for drug discovery and multi-omics

Bioinformatics Summer Training + Internship – Online | Biotecnika | June 2024 – July 2024

• Conducted genomics and sequencing analyses – NGS, DNA/RNA sequencing, and miRNA profiling
• Worked with bioinformatics databases – UCSC Genome Browser, Ensembl, KEGG, STRING, and ClinVar for data retrieval and analysis
• Performed molecular docking and drug discovery studies – AutoDock, PatchDock, ClusPro, and QSAR modeling
• Analyzed ADMET and pharmacokinetics – SwissADME, BOILED-Egg Model, and metabolic and Biochemical pathway analysis
• Gained expertise in protein structure modeling with PDB, Swiss-ExPASy, I-TASSER, and Phyre2
• Conducted phylogenetic and sequence analysis – ClustalW, Clustal Omega, NCBI, and DDBJ
• Applied computational biology techniques in functional genomics, microbiome studies, and MicrobiomeDB
• Familiarized with publication and research tools – Elsevier, Springer, Wiley, MDPI, and Bentham Science

Industrial Molecular Docking Practical online Workshop by Quantumzyme – Online | Biotecnika | October 2023

• Hands-on training in AutoDock, AutoDock Vina, PyRx, Discovery Studio, PyMOL, and Chimera
• Conducted ligand-receptor preparation, docking simulations, and result analysis
• Worked on a real-time molecular docking project with report submission

TECHNICAL SKILLS:

• Bioinformatics (BLAST, sequence analysis)
• Molecular docking (AutoDock, AutoDock Vina, PyRx, ADMET)
• AI/ML in biology (Python / R, data preprocessing)
• Data Analysis (Statistics, Matplotlib, Seaborn, ggplot)

EDUCATION:

• Dual Degree – [hidden] (Hons) Biotechnology – [hidden] (Hons) Biotechnology | September 2022 – September 2024

CERTIFICATIONS:

• AI/ML in biology, bioinformatics and computational biology | 82% scored | 15 October 2024
• Bioinformatics summer training+internship | 95% scored | 30 July 2024
• Industrial molecular docking practical online workshop by Quantumzyme | 16 October 2023

Skills:

Bioinformatics, Molecular Docking, AI/ML, Data Analysis, Genomics, Proteomics, Drug Discovery, Computational Biology

“`

Cover Letter:

Dear Hiring Manager,

I am excited to apply for the AI/ML Analyst position. With a strong background in biotechnology and a passion for AI and machine learning, I specialize in applying computational techniques to biological data analysis and drug discovery.

I have completed training in:

AI in Biology & Bioinformatics

Bioinformatics Summer Training

Industrial Molecular Docking

My expertise includes machine learning algorithms, bioinformatics tools, and predictive modeling for biological research. I am eager to bring my analytical skills and AI-driven approach to your team and would love the opportunity to discuss how I can contribute.

Sincerely,
Sakshi Dhiman

Supreetha R

Profile: Dedicated data science professional with expertise in Python, SQL, machine learning, and data visualization. Strong team player with a passion for problem-solving and continuous learning.

CAREER SUMMARY

Possess extensive experience in data science demonstrating proficiency in Python, SQL, Exploratory data analysis, machine learning, data visualization and Statistics. Proficient in team collaboration, and communication, and a strong team player with a passion for continuous learning and growth. I am seeking to leverage my skills in a dynamic role to solve complex business problems.

SKILLS AND STRENGTHS

• Technical skills: Python- Numpy, Pandas, seaborn, matplotlib, scikitlearn, Tensorflow. SQL & Machine learning
• Soft Skills: Problem-solving, communication, flexibility, collaboration, time management & analytical skills

EDUCATIONAL QUALIFICATION & CERTIFICATIONS

• MS in Data Science (2024) Liverpool John Moores University, UK
• MSc in Medical Microbiology(2018) JSS Medical Microbiology, Mysore
• Machine learning with Python Coursera Mar 2023

INTERNSHIPS

• Data science intern at MedTourEasy – Mar 2023
• Data analytics intern at Uptricks Private Ltd May-June2024

PROJECTS

1. Project 1: Predicted the life expectancy of people of different countries using ML algorithms.
2. Project 2: Predicted the AIDS in adult HIV infected patients using various machine learning algorithms.
3. Project 3: Analysed the RSVP movies data set and drew meaningful insights using SQL that can help them start their new project.

KEYWORDS:

Python, SQL, Machine Learning, Data Visualization, Team Collaboration, Problem-solving, Communication, Analytical Skills

“`

Cover Letter:

Dear hiring manager,
I’m writing to express my keen interest in the AI/ML analyst position at your esteemed organization. As a dedicated graduate with a strong academic background in data science possess a robust understanding of Python, SQL, and Machine learning. I have honed my skills through MS program in data science and internship experience at Medtoueasy and uptricks pvt ltd. allowed me to clean various datasets, conduct EDA and build ML models.

I am confident that my skills combined with my passion for continuous learning and growth make me a strong fit for the AIML analyst role. I’m eager to bring my expertise to your team and contribute to the success of your projects. Thank you for considering my application. I’m looking forward to the possibility of contributing to your team and available at your earliest convenience for an interview.

Sincerely
Supreetha R

\

Radhika Kaushik

Objective:

To secure a position at a healthcare solution company where I can leverage my expertise in clinical research, data management, and scientific writing to support the advancement of research and provide opportunities to enhance my abilities further.

Educational Qualifications:

• [hidden] Human Genomics
  Panjab University, Chandigarh | 2018-2020
• [hidden] (H) Botany
  Sri Guru Tegh Bahadur Khalsa College, Delhi University | 2014-2016

Professional Contour:

Certifications and additional courses:

• Advanced Post Graduate Diploma in Clinical Research & Clinical Data Management (LSSSDC Approved) | Cliniminds Academy, Delhi (2023-24)
• Internship in PGIMER, Chandigarh (CSIC, Hematology and Pediatrics Department)
• French language Certificate and Diploma course from Hansraj College, Delhi University

Experience:

• Internship at Think-I, Tenet Health Edutech Pvt. Ltd. (2024)
  • Reading Dummy Protocol
  • Preparing Case Report Form
  • Creating Essential Documents
  • Processing Documents in eTMF
• Dissertation report submitted as part of Master’s degree
• Training at Institute of Nuclear Medicine and Allied Sciences (INMAS) – DRDO (summer 2019)
• Practical Observership at Dr. [hidden] Gulati’s Path Lab, Ashok Vihar (summer 2014)
• Practical Observership and internship at Dr. Atul Path Lab, Rohini (summer 2015)

Skills:

• Proficiency in Clinical Data Management Systems (CDMS) like Oracle Clinical
• Understanding of database design, data cleaning and validation processes and knowledge of Electronic Data Capture (EDC) systems
• Understanding of good clinical practices (GCPs) and regulatory requirements like FDA, or ICH guidelines
• Ability to identify inconsistencies and resolve data-related issues
• Ability to create accurate and concise scientific content for different audiences and writing clinical and regulatory documents, including Clinical Study Reports (CSRs), protocols, and Investigator Brochures (IBs)
• Understanding of scientific methodologies and data interpretation and capability to conduct thorough literature searches
• Proficiency in Microsoft Office Suite and reference management software
• Strong organizational skills and ability to manage multiple projects with strict deadlines
• Strong skills to interact effectively with site staff, investigators, and sponsors
• Collaborative skills to work with researchers, clinicians, and regulatory teams
• Presentation and infographic creation skills for non-scientific audiences

Extra Curricular:

• Actively Volunteered in NGO ‘Umeed – a drop of hope’ – working on various sensitive issues and spreading awareness in the youth (2017-2018)
• Participated in events like KFA (Knowledge for all) and Green 16
• Member of National Service Scheme (NSS) Society of Khalsa college (2016-17)

I hereby declare that the above given information is true and authentic to the best of my knowledge.

Date: Radhika Kaushik

Skills: Clinical Data Management Systems, Database Design, Data Cleaning, Regulatory Compliance, Scientific Writing, Data Interpretation, Microsoft Office, Organizational Skills, Interpersonal Skills, Presentation Skills

Cover Letter:

. Dear Hiring Manager,
I am writing to express my keen interest in the AI/ML Analyst position at Bizamica. With a strong background in genome analysis, bioinformatics, and computational biology, I am eager to apply my expertise in machine learning and data analytics to drive innovation in AI-driven solutions. My experience in analyzing large-scale genomic datasets, developing computational pipelines, and utilizing statistical models aligns well with the analytical and data-driven focus of this role.
I am particularly excited about Bizmica’s commitment to leveraging AI and machine learning in solving complex business challenges. The opportunity to contribute my analytical skills and domain expertise to your innovative projects is highly motivating. I am confident that my interdisciplinary background and problem-solving abilities will allow me to add significant value to your team.
I would welcome the opportunity to discuss how my skills and experience align with the needs of Bizamica. Please find my resume attached for your review. Thank you for your time and consideration, and I look forward to the possibility of contributing to your esteemed organization.
Best Regards,
Radhika Kaushik

Komal Madiwal

Skilled in building scalable pipelines, automating workflows, and deploying machine learning models.

Passionate about leveraging technology to drive innovation and efficiency.

Professional Experience

Apr 2024 – present Haystack Analytics Pvt. Ltd – Bioinformatics Intern

• Developed and implemented multidimensional scaling (MDS) techniques to analyze and visualize complex datasets, enabling insightful data representations.
• Integrated and automated multiple modules into a single data pipeline using Python and Bash.
• Containerized the pipeline with Docker, ensuring consistent deployment across various environments.

Projects

Nov 2023 – Feb 2024 Developing & Deploying: Thyroid Disease Prediction with Flask & AWS

• Machine Learning Algorithms: Employed various classification algorithms to identify patterns in patient data indicative of thyroid disease.
• AWS Cloud Services: Leveraged AWS for efficient model deployment, ensuring scalability and secure access for potential future use in clinical settings.
• Web Development: Built a user-friendly web interface using HTML, CSS, and Flask.

Education

[hidden] Bioinformatics, CGPA – [hidden]
Savitribai Phule Pune University

[hidden] Biotechnology, CGPA – [hidden]
Modern College of Arts, Science and Commerce

HSC, CGPA – [hidden]
Kendriya Vidyalaya

SSC, CGPA – [hidden]
Kendriya Vidyalaya

Technical Skills

• Programming Languages: Python
• Front end: HTML, CSS
• Machine Learning Libraries: Scikit-learn
• DevOps: Docker, AWS
• Bioinformatics: NGS Analysis, Molecular Docking
• Database: MySQL
• Version Control: Git, VSCode
• Framework: Flask
• Operating System: Linux

Keywords: Python, HTML, CSS, Scikit-learn, Docker, AWS, MySQL, Git, Flask, Linux

“`

Cover Letter:

I am writing to express my interest in the AI/ML Analyst position at Bizamica. I hold a Master’s degree in Bioinformatics from Savitribai Phule Pune University and have expertise in AI, Machine Learning, Flask, Python, Docker, GitHub, and AWS. Additionally, I have completed a Data Science course, during which I built a machine learning model for thyroid disease prediction and successfully deployed it using Docker, Flask, and AWS.

Currently, I am working at Haystack Analytics and am eager for the opportunity to contribute to your team. I have attached my resume for your review and would appreciate the chance to discuss how my skills align with your team’s goals. Please let me know a convenient time for further discussion.

Looking forward to your response.

Best regards,
Komal Madiwal