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1. pilltrack-edge-core pilltrack-edge-core Public

   Edge-native MLOps pipeline for computer vision tasks, featuring automated deployment and resource-efficient inference

   Python 1

2. event-driven-video-analytics event-driven-video-analytics Public

   End-to-end event-driven architecture for real-time semantic video search. Orchestrates YOLOv8 and CLIP models via Kafka for vector embedding generation, stored in Qdrant, and provisioned on AWS usi…

   Python 1

3. PillTrack-Producer-Pipeline PillTrack-Producer-Pipeline Public

   MLOps producer hub for medicine pack identification. Built with Streamlit, YOLOv8-segmentation, and DINOv2. Featuring automated vector database synchronization with AWS S3 and activity logging system

   Python 1

4. Pilltrack-Edge-mlops Pilltrack-Edge-mlops Public

   End-to-end MLOps pipeline for real-time pill identification on Edge devices using Deep Metric Learning, Knowledge Distillation, and Vector Search.

   Jupyter Notebook 1

5. LLM-Regex-DataPrep LLM-Regex-DataPrep Public

   A data preprocessing pipeline for TCAS admission data. This project leverages an LLM (Typhoon AI) for advanced, fine-grained text filtering and comparison against traditional Regex methods. Feature…

   Jupyter Notebook 1