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  1. codebyj857/LearnSphere-Agentic-Gen-AI-Powered-Personalized-Learning-Ecosystem codebyj857/LearnSphere-Agentic-Gen-AI-Powered-Personalized-Learning-Ecosystem Public

    TypeScript 3

  2. energy-demand-forecasting energy-demand-forecasting Public

    Electricity demand forecasting: SARIMAX vs LightGBM vs LSTM (PyTorch), evaluated with rolling-origin validation on a 21-month held-out test set. LightGBM cuts error 53% vs baseline.

    1

  3. freshroute-ai-perishable-inventory-optimization freshroute-ai-perishable-inventory-optimization Public

    AI system that forecasts perishable demand with XGBoost, flags stock at risk of expiry, and optimizes reorder and markdown decisions. Simulation cuts waste by about 66% at equal availability.

    Python 1

  4. citybrain-ai-powered-traffic-signal-control citybrain-ai-powered-traffic-signal-control Public

    AI-powered traffic signal control: multi-agent reinforcement learning in SUMO, benchmarked against fixed-time and actuated lights, with tests on unseen traffic.

    Python 1

  5. neurolens-ai-mri-assistant neurolens-ai-mri-assistant Public

    Agentic AI system for brain MRI analysis: segmentation, uncertainty estimation, vision-language report generation, and automatic human-review flagging.

    Python 1

  6. module-handbook-rag module-handbook-rag Public

    Ask questions about university study programs and get cited answers from official module handbooks. Multilingual RAG with hybrid retrieval and a 33-question evaluation.

    Python 1