Applied ML / Data Science — where statistical rigor meets real-world systems.
| 🏛️ ISI Kolkata | PGDBA — Applies Statistics |
| 🏛️ IIM Calcutta | PGDBA — Business Analytics |
| 🏛️ IIT Kharagpur | PGDBA — Data Science |
| 🏢 ZS Associates | Ex — Data Science & Analytics |
| 🏛️ Thapar University | B.Tech + MBA (Comp Science) |
- MDD (Depression) Biomarker Discovery — blood transcriptomic validation across GEO datasets using cell-type deconvolution & consensus clustering
- QuantScribe — RAG-powered peer analysis system for Indian bank financial disclosures (Streamlit · FAISS · Gemini)
- Quant Research — walk-forward validated trading strategies with regime-adaptive online learning
Computational Psychiatry · Causal Inference · Uncertainty Quantification · Agentic AI Systems
Languages
ML & Data
Infra & Tools
Analytics & Viz
Specialisms: Time Series Forecasting · Anomaly Detection · Ensemble Methods · Bioinformatics (DEG, WGCNA, deconvolution) · RAG Systems
- 📄 150+ citations across publications
- 🎯 The Momentum Illusion: Evidence from Professional Esports — debunking the hot-hand fallacy in CS:GO using economic controls
- ✍️ Writing on Medium — ML, trading, and ideas that don't fit a résumé
- 🥇 Winner — National Semester Long Project (SLoP), DA-IICT
- 🥈 Runner-up — Script Winter of Code
- 🧑🏫 Mentor — GirlScript Summer of Code 2021
- 🔬 Patent Granted: App No. 2021101097 · IP Australia
Football · Anime · Linux · Hardware · Travelling · Why your model is overfit
Was looking for ways to die, found coding.
