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1. Ontological-GraphRAG-Recommender Ontological-GraphRAG-Recommender Public

   a knowledge-graph and RAG system that extracts requirements into neo4j, queryable through an ollama and MCP chat client with RL tuned retrieval strategies.

   Python

2. PII-Detection-Redaction PII-Detection-Redaction Public

   this project implements a python-based solution to detect and redact PII and SPI from text documents, PDF's, and images.

   Python

3. PIML-Degradation-Performance-Metrics PIML-Degradation-Performance-Metrics Public

   this project implements physics-informed machine learning models to predict lithium-ion battery degradation and performance metrics, including RUL, SoC, and SoH.

   Python