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

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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