Research · Engineering · Writing

Rishita

Researcher and engineer writing about AI systems, full-stack products, and the craft of building tools for deep work.

/ FEATURED POST

[ FIG. 1 ]

/ FEATURED POST

[ machine-learning ][ traffic ][ catboost ]

Bangalore Traffic Demand Prediction

How we reached a 91.38 public score predicting city-grid traffic demand with temporal features, CatBoost, XGBoost, and an honest validation strategy built for hidden test data.

2026.5.31 · 14 min

[ FIG. 2 ]

/ FEATURED POST

[ agritech ][ tensorflow.js ][ computer-vision ]

CropGuardian — AI Agricultural Threat Detection

CropGuardian is a mobile-first agricultural assistant with live COCO-SSD threat scanning, a searchable pest wiki, smart alert history, and on-device privacy — built with Next.js 15 and TensorFlow.js.

2026.5.31 · 11 min

/ PROJECTS

Saathi — AI Voice Agent for Lead Conversion
[ Python ][ FastAPI ][ Claude API ][ Sarvam AI ]
CropGuardian — AI Agricultural Threat Detection
[ Next.js ][ TensorFlow.js ][ COCO-SSD ][ Lucide React ]
Paw & Swipe — Pet Matchmaking Platform
[ React ][ Node.js ][ Express ][ MongoDB ]

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/ RECENT POSTS

Bangalore Traffic Demand Prediction2026.5.31
CropGuardian — AI Agricultural Threat Detection2026.5.31

All writing →

RISHITA · RESEARCH & ENGINEERINGPOSTS: 2PROJECTS: 3