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1. biodiversity-sound-monitor biodiversity-sound-monitor Public

   End-to-end ML pipeline and Streamlit dashboard for weakly-supervised bird sound classification (BirdCLEF 2026)

   Python

2. Crop_Recommendation Crop_Recommendation Public

   ML-powered crop recommendation system (Random Forest, 99.32% test accuracy) with a Streamlit app and Power BI dashboard

   Jupyter Notebook

3. Eye_Gaze_Estimation Eye_Gaze_Estimation Public

   Python

4. Reducing-Repeated-LLM-Calls-Through-Caching Reducing-Repeated-LLM-Calls-Through-Caching Public

   Semantic caching system reducing repeated LLM calls via exact-match + FAISS semantic caching with local LLM (Ollama) fallback

   Python

5. Retail_inventory_optimisation Retail_inventory_optimisation Public

   JavaScript

6. Global-Supply-Chain-Performance-Dashboard Global-Supply-Chain-Performance-Dashboard Public

   IMF PortWatch analysis of the 2023-24 shipping chokepoint disruptions - Plotly notebook + interactive Streamlit dashboard

   Jupyter Notebook