building systems at the intersection of machine learning, data pipelines, and real-world hardware. interested in ml, nlp, and model building.
SoilStream
aiot · precision agriculture · solar-powered
Solar-powered AIoT system for precision agriculture. Real-time soil monitoring, automated irrigation, and a crop recommendation engine built to reduce water wastage.
- Real-time monitoring of soil moisture, temperature, humidity
- Automated irrigation using precision control
- ML model for rainfall probability — historical + live weather data
- API-based recommendation engine for fertilizer, pH correction
- Image-based crop diagnostic — disease, pests, nutrient deficiency
Sidekik
freelance platform · nlp matching · jan–apr 2025
Full-stack freelancing platform with an NLP-powered ANN recommendation engine using FAISS and Annoy for semantic freelancer–client matching.
NeuroAI
bilstm · emotion prediction · jul–oct 2024
Emotion prediction using an BiLSTM model with activity recommendations, a Gemini API chatbot, and a personal diary feature. Deployed via Streamlit.