Enterprise-grade ML pipeline predicting subscriber attrition with actionable retention strategies.
- Gradient Boosting model → 88.2% accuracy · 86% recall on 250K+ records
- Production FastAPI REST API with JWT auth, OTP verification & role-based access
- Deployed on Vercel + Railway backed by Neon PostgreSQL
Hybrid recommendation engine solving cold-start across 33M+ ratings and 330K+ users.
- Blended SVD (SGD) + TF-IDF + Cosine Similarity for hybrid recommendations
- PostgreSQL composite indexing → 45% latency reduction (sub-150ms retrieval)
- Live interactive Streamlit Cloud app with real-time user feedback
End-to-end SQL analytics pipeline uncovering urban mobility bottlenecks and fulfillment gaps.
- PostgreSQL ETL pipeline on 100K+ ride logs with 99.9% data integrity
- 8+ reusable SQL views isolating cancellation patterns & rating-revenue correlations
- Query performance improved 35% via CTEs,
ROW_NUMBER,AVG OVERwindow functions
Real-time defect tracking and shop-floor intelligence across paint-line manufacturing operations.
- Delivered 2 executive Power BI dashboards replacing legacy spreadsheets — 80+ visuals
- Authored 50+ custom DAX measures using star-schema modeling & context transitions
- Automated dynamic denominator switching → 40+ engineering hours saved every month
- Rated EXCELLENT by Maruti Suzuki management
| Certification | Issuer | |
|---|---|---|
| 🏆 | Project Training Certificate — Rated EXCELLENT | Maruti Suzuki India Ltd, Manesar (Jun–Aug 2026) |
| 🎓 | Data Science, ML, Deep Learning & NLP Bootcamp (99 hrs) | Udemy |
| 👥 | Video Editing Head — GeeksforGeeks Technical Society | Led 10-member team · 4 events · 2,000+ attendees |
⭐ Open to Data Science · ML Engineering · Analytics roles · Open to relocation