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1. Image-Analysis-using-Federated-Learning Image-Analysis-using-Federated-Learning Public

   Privacy-preserving brain tumor MRI classification using Federated Averaging across simulated hospital nodes. PyTorch + Streamlit.

   TypeScript

2. Insurance-Processing-MultiAgent-System Insurance-Processing-MultiAgent-System Public

   enterprise-grade, human-in-the-loop (HITL) insurance claims validation and processing platform. This system utilizes a multi-agent workflow to ingest claim invoices, perform policy clause lookups v…

   Python

3. symposia symposia Public

   experimental project. Based on Karpathy's llm-council

   Go

4. Blackbox Blackbox Public

   An open-source, self-hostable flight recorder and debugger for AI agents. Records execution traces, localizes the earliest failure-causing step with evidence, and supports checkpointed replay, alte…

   Python 1

5. End-to-End-Income-Prediction End-to-End-Income-Prediction Public

   Complete ML pipeline: data preprocessing → model training → Flask API deployment. Predicts income classification with 83% accuracy. MLOps-ready architecture.

   Jupyter Notebook

6. SmartChurn SmartChurn Public

   Predict and prevent telecom customer churn with ML. XGBoost model achieves 84% accuracy, SHAP analysis provides explainability, and interactive Streamlit app delivers real-time predictions. Turn da…

   Python