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carrickcheah/README.md

Hi there, I'm Carrick! 👋

I'm @carrickcheah from Kuala Lumpur, Malaysia.

  • 👀 I'm interested in: machine learning and building data models that help solve problems.
  • 💞️ I'm looking to collaborate on: machine learning projects and new challenges that offer learning opportunities.
  • 📫 How to reach me: carrick113@gmail.com

About Me

AI/ML Engineer specializing in LLM-powered production systems and model fine-tuning. Delivered enterprise AI solutions improving operational efficiency by 40%+ through manufacturing optimization and automated business intelligence. Expert in LLMops, API, RAG systems, fine-tuning, and production-scale ML deployments.

Connect with Me

Feel free to reach out if you'd like to collaborate.

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  1. agentic-document-extraction agentic-document-extraction Public

    Automated bulk document processing with multi-agent AI. Fine-tuned Open source vision model: Liquid AI LFM2-VL extracts structured data from invoices/POs at zero API cost (95%+ accuracy). Claude Ha…

    Python

  2. finetune-liquild-vlm finetune-liquild-vlm Public

    Scaling Fine-Tuning: My Experiment with LiquidAI's 3B Vision Language Model

    Python

  3. sentiment_LLM sentiment_LLM Public

    A real-time market sentiments by processing news data from APIs, generating signals, publishing insights, and storing features in a feature store for further analysis and real-time feature views.

    Python

  4. Yolo-detection-for-manufacturing Yolo-detection-for-manufacturing Public

    eal-time box counter for conveyor belts using YOLOv11 + ByteTrack. Counts objects crossing a line with persistent tracking.

    Python 3

  5. ai_optimizer ai_optimizer Public

    AI-powered manufacturing scheduling system with enhanced algorithms, dependency chain analysis, and priority optimization. Features real-time compliance, professional AI reports, interactive Gantt …

    Roff

  6. job_scheduling job_scheduling Public

    Enterprise AI system for manufacturing scheduling optimization. Production-ready hybrid deep learning and constraint programming platform with real-time performance.

    Python