Featured Work
A curated collection of projects I've built. Each represents a unique challenge and learning experience.
Geospatial Flood Segmentation
A 3-class flood segmentation pipeline built from multi-sensor satellite imagery and a fine-tuned IBM/NASA Prithvi EO foundation model.
Impact: Top 40 of 1,000+ teams at ANRF AISEHack 2026.
Crop Type, Health & Yield Estimation
Two-stage optical–SAR fusion pipeline combining Sentinel-2 time series with Capella X-band SAR for crop classification and health estimation.
Impact: Leakage-safe modeling with phenology, spectral, backscatter, and GLCM features.
Traffic Demand Forecasting
An ensemble forecasting workflow for Flipkart Gridlock 2.0 using tuned gradient-boosting models and temporal features.
Impact: 94.56% out-of-fold R² with leakage-safe K-Fold target encoding and lag-96 features.
Sutra — URL Shortener
A full-stack URL shortener with authentication, caching, and a PostgreSQL-backed service layer.
Impact: Sub-500ms redirect latency on a resource-constrained deployment.
Automated Traffic Violation Detection
An in-progress computer vision system for vehicle detection, license-plate recognition, and violation review.
Impact: Designed for low-latency processing and 90%+ OCR accuracy across lighting conditions.