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ML / CV
Completed

Red Chili Pest Detection

Real-time crop pest classification using TensorFlow + MLflow + Docker pipeline. Trained on 4 pest categories.

TensorFlowMLflowDockerFastAPI
Outcome: 92% accuracy on test set, deployed via Docker
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Backend
Completed

FastAPI E-commerce System

Full-featured REST API with JWT auth, Stripe payments, inventory management, and Redis caching.

FastAPIPostgreSQLRedisStripe
Outcome: 30+ endpoints, <50ms avg response, tested with Locust
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IoT
Ongoing

SightAssist ESP32-C3

Embedded assistive device for visually impaired — ultrasonic + camera + TTS pipeline on ESP32-C3.

ESP32-C3MicroPythonMQTTTTS
Status: Sensor fusion working, camera module in progress
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ML / AI
Completed

Crop Recommendation System

Agri-ML model recommending optimal crops based on soil & climate data. Built during AI/ML bootcamp.

Scikit-learnPandasStreamlit
Outcome: 96.4% F1-score, RandomForest best model
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Web3
Completed

Decentralized Voting dApp

Smart contract-based voting system on EVM-compatible chain with transparent result tallying.

SolidityHardhatethers.jsReact
Outcome: Deployed on testnet, gas-optimized contract
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Mobile
Ongoing

AgriTrack Mobile App

Flutter-based field companion app for farmers — integrates crop recommendation model via REST API.

FlutterDartFastAPISQLite
Status: Auth + recommendation flow done, offline mode WIP
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