Komalika Das
Data Analyst
About
I'm a recent IT Management graduate from Ravenshaw University (9.24 CGPA) looking for my first full-time role in data and ML. Most of what I know came from building things end to end rather than stopping at a notebook. I've deployed a Ridge regression model to AWS EC2 through Docker, built a fraud detection system on 284,000 transactions where threshold tuning beat SMOTE and lifted F1 from 0.29 to 0.69, and put together a RAG document assistant that I benchmarked properly on 35 questions instead of eyeballing it. I also work comfortably in SQL and Power BI; I built a three-layer medallion warehouse in SQL Server with 20 automated quality checks. Everything is on GitHub: https://github.com/KomalikaDas
Looking for
A Data Analyst, BI Analyst, or junior AI/ML role where I'd be working on real production data rather than clean sample datasets. I'd like a team where someone will actually review my code and tell me when I've done something the hard way; I learn fastest with that kind of feedback. I'm more interested in owning a problem end to end than in only building models, so exposure to the pipeline and deployment side matters to me. Open to relocating anywhere in India, and happy to start as a fresher and prove it from there.
Skills
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