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nam157/README.md

Hi there, I'm Nam Nguyen 👋

AI Product Manager | AI Lead | Software Architect

I am a Software Architect and Technical Lead with a passion for building scalable AI products that bridge the gap between research and real-world impact.

Currently, I lead a cross-functional team of 20+ engineers focusing on Agentic AI, Computer Vision, and Digital Transformation.


🛠 Technical Expertise

  • AI/ML & Agents: RAG, Multi-agent Systems, LangGraph, LLM Orchestration, Computer Vision, Deep Learning
  • Computer Vision Stack: NVIDIA DeepStream, TensorRT, GStreamer, Triton Inference Server, FFmpeg
  • Infrastructure: Linux, GPU Optimization, Docker, Microservices Architecture, Kubernetes
  • Databases: Qdrant, Elasticsearch, PostgreSQL, MongoDB, MinIO, Redis
  • Backend & Tools: FastAPI, Node.js, Python, Tailwind CSS, Angular

🚀 Featured Projects

🤖 Agentic AI & Intelligent RAG

  • Agentic Chatbot Platform: Directed the development of an autonomous multi-agent system using LangGraph for task planning and software-level execution.
  • Hybrid RAG Architecture: Designed high-performance retrieval systems using Qdrant and Elasticsearch.
  • EBot Chat System: Implemented dual-retrieval strategies and ReAct workflows on Google Cloud Platform.

👁️ High-Performance Computer Vision

  • Camera AI Platform: Architected a GPU-accelerated video analytics system handling 100+ concurrent RTSP streams with real-time behavior detection and object tracking.
  • Biometrics & eKYC: Delivered secure customer onboarding for national credit banks, integrating liveness detection, anti-spoofing, and OCR.
  • eVision: Implemented specialized modules for fire detection and human emotion analysis.

🏥 Medical AI & Specialized OCR

  • Medical Diagnosis: Developed computer vision models using U-Net and MONAI for liver disease classification and lung cancer detection from CT/Ultrasound scans.
  • AkaOCR: Built multilingual OCR engines for Japanese and Vietnamese document extraction.

💼 Management & Leadership

  • Team Leadership: Lead and mentor engineering teams of 8-23 members through the full software development lifecycle.
  • Product Strategy: Manage technical roadmaps, stakeholder communication, and compliance for banking and enterprise security standards.
  • Branding: Developing eCOM, focusing on digital identity and future-ready AI automation.

📫 Connect with Me


🏆 Certifications & Honors

  • Outstanding Employee Award, DXTech, 2023
  • Google Data Analytics & Deep Learning Specializations
  • Data Science Scholarship, FPT Digital Processing Services

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