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1. llmops-production-lab llmops-production-lab Public

   Production-grade LLMOps projects covering CI/CD, containerization, Kubernetes, cloud deployment, monitoring, and RAG systems using LangChain, FastAPI, Docker, AWS, and GCP.

2. Novel-Recommender-RAG-with-K8-and-Grafana Novel-Recommender-RAG-with-K8-and-Grafana Public

   Cloud-native RAG-based novel recommendation service deployed on Kubernetes with GCP infrastructure and Grafana Cloud monitoring.

   Python

3. Hybrid-RAG-Route-Risk-System Hybrid-RAG-Route-Risk-System Public

   A retrieval-augmented decision-support system for accident severity prediction and route-level risk aggregation using XGBoost, transformer embeddings, AstraDB vector search, and open-source LLMs.

   Jupyter Notebook

4. Agentic_RAG_Finance Agentic_RAG_Finance Public

   An Agentic RAG financial analyst built with LangGraph, Streamlit, and Groq. Intelligently routes queries between a local document vector store and live web searches, equipped with explicit mathemat…

   Jupyter Notebook

5. Energy-Grid-RAG-Simulation Energy-Grid-RAG-Simulation Public

   A 24-hour Python energy grid simulation featuring a real-time Dash dashboard and an AI advisor powered by RAG and Groq to explain grid events.

   Python

6. Learning_Assistant_Jenkins_ArgoCD Learning_Assistant_Jenkins_ArgoCD Public

   End-to-end LLMOps project: A Streamlit-based AI Quiz Generator utilizing Groq API, containerized and deployed to a Cloud VM via Jenkins and managed with ArgoCD GitOps practices

   Python