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CSE (Data Science) at Chandigarh University. Building from Jaipur, India.
I build machine learning experiments that can be checked, and web products that people can use. My work spans tabular prediction, geospatial intelligence, and full-stack development.
A geospatial property valuation platform with spatial validation, multiplicative TreeSHAP explanations, and conformal prediction intervals.
Python / FastAPI / LightGBM / React / Leaflet
Predicting EV purchase intent with feature engineering, additive models, and cross-validated gradient-boosting ensembles.
Python / LightGBM / CatBoost / XGBoost
Best public ROC AUC: 0.94646 · Result record
Reproducible Ames housing experiments with fold-fitted preprocessing, repeated validation, and frozen model ensembles.
Python / scikit-learn / CatBoost / LightGBM
Best public RMSE: 0.11649 · Result record
Team entries on Kaggle. Public scores and completed placements are labeled separately.
| Competition | Verified public score | Standing |
|---|---|---|
| Predicting Electric Vehicle Purchases | 0.94646 ROC AUC Best public |
294 / 3,575 Completed · 7 Oct 2026 |
| House Prices: Advanced Regression | 0.11649 RMSE Best public |
93 / 3,937 Public · 7 Oct 2026 |
| 2026 IEEE Big Data: Traffic Flow Bench | 0.85114 Score Public leaderboard |
119 / 351 Public · 7 Oct 2026 |
| Modeling & data | Products & delivery |
|---|---|
| Python, pandas, NumPy, scikit-learn | TypeScript, JavaScript, React, Next.js |
| LightGBM, CatBoost, XGBoost | FastAPI, Node.js, Express |
| Cross-validation, feature engineering, ensembles | PostgreSQL, Drizzle ORM, MongoDB |
| Spatial validation, TreeSHAP, conformal prediction | Tailwind CSS, Docker, Git, GitHub Actions |
Relay is a post composer with destination-specific validation, review workflows, and scheduling. StudyFlow brings assignments, Kanban boards, and focus sessions into a student planner.
Earlier work includes traffic and road safety modeling, Indian Kitchen, and web development during my HabiGo 360 internship. I also explore LLM APIs and workflow automation through my personal N.O.V.A experiments.
- Jaipur Price Intelligence · Python · updated 8 Oct 2026
- Predicting Electric Vehicle Purchases · Python · updated 5 Oct 2026
- House Prices: Advanced Regression · Python · updated 5 Oct 2026
- Relay: Multi-Platform Post Composer · TypeScript · updated 19 Jul 2026
- Habigo360 · Documentation · updated 26 Jun 2026
- StudyFlow · TypeScript · updated 30 Apr 2026
A little beyond the code
I enjoy The Finals, Forza Horizon 5, and road trips around Rajasthan. My learning includes NVIDIA prompt engineering and IBM generative AI coursework.
Open to internships, applied ML projects, and thoughtful collaborations. Get in touch.
11 public projects · primary languages by repository: Python 5 · TypeScript 2 · JavaScript 2
Projects checked 10 Oct 2026. Standings retain their own verification dates.