8000 sitta07 (SItta Boonkaew) · GitHub
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4 followers · 7 following
  • AI Smart Tech Co., Ltd.
  • Bangkok, Thailand (Open to Remote)
  • LinkedIn in/sitta07

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Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: QuickdrawAchievement: Pull Sharkx2

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: QuickdrawAchievement: Pull Sharkx2

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  1. 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

  2. RAGScope RAGScope Public

    A lightweight observability tool for visualizing and comparing RAG retrieval strategies. Features real-time embedding visualization and side-by-side performance metrics.

    Python 1

  3. 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

  4. 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

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