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1. ML-Training-Evaluation-Platform ML-Training-Evaluation-Platform Public

   A custom ML experimentation platform inspired by MLflow, implementing DB-backed experiment tracking, dataset versioning, model registry with lifecycle stages, and automated regression detection. De…

   Python

2. Regression-Safe-RAG-Guardrails-Evaluation-Platform Regression-Safe-RAG-Guardrails-Evaluation-Platform Public

   Regression-safe evaluation framework for RAG systems with faithfulness and coverage-based deployment gating.

   Python

3. Edge-AI-Real-Time-Inference-Engine-Latency-Aware-Runtime- Edge-AI-Real-Time-Inference-Engine-Latency-Aware-Runtime- Public

   CPU-only, real-time Edge AI inference engine with SLA-aware batching, INT8 ONNX Runtime optimization, and graceful degradation under overload.

   Python

4. Conversational-Q-A-Chatbot--Chat-From-Pdf-Along-With-Chat-History Conversational-Q-A-Chatbot--Chat-From-Pdf-Along-With-Chat-History Public

   Conversational RAG chatbot to upload PDFs and chat with them using Groq LLM + LangChain + Chroma vector DB with session-based chat memory.

   Python

5. real-time-detection-tracking-UDP-streaming-system real-time-detection-tracking-UDP-streaming-system Public

   Real-time object detection, multi-object tracking (ByteTrack), and UDP video streaming system built with YOLOv8 and OpenCV. Runs on CPU, maintains persistent IDs, draws trajectories, and streams pr…

   Python

6. MLOps-Mini-Pipeline MLOps-Mini-Pipeline Public

   Reproducible MLOps-style batch pipeline with config-driven execution, structured logging, JSON metrics output, and Dockerized deployment.

   Python