Phạm Nguyễn Hoàng Anh
@phmnguynhonganh
Computer Vision Engineer building real-time AI video analytics systems for surveillance and smart parking.
What I'm looking for
I’m a Computer Vision Engineer focused on building real-time AI video analytics systems that run reliably in production. I work across the full pipeline—from multi-camera RTSP ingestion to edge/GPU inference optimization and backend deployment.
In my current work (2023–Present), I built a real-time vehicle tracking pipeline using YOLO with RTSP streams and developed an automatic license plate recognition (LPR/ANPR) system. I also integrated OCR and vehicle attribute recognition, then improved multi-stream inference performance for deployment.
I’m experienced in backend and infrastructure that supports real-world operation, including deployment on Ubuntu and AWS EC2 and managing production Linux servers and GitLab CI environments. I’ve worked directly with TensorRT inference engines for accelerated deployment and used Python with Flask/FastAPI to deliver dependable REST APIs.
I bring a practical, systems-minded approach: optimizing performance, improving asynchronous processing with ThreadPoolExecutor, and designing solutions that connect AI perception to operational workflows—such as my Smart Parking System integrating camera-based plate recognition and parking event management.
Experience
Work history, roles, and key accomplishments
Computer Vision Engineer
Independent
Jan 2023 - Present (3 years 4 months)
Built real-time vehicle analytics pipelines using YOLO and RTSP multi-camera streaming, including automatic license plate recognition and OCR-based recognition. Deployed and optimized edge/GPU inference services on Ubuntu and AWS EC2 using TensorRT, and implemented backend APIs for production event management.
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Phạm Nguyễn hasn't added their education
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