Nguyen Minh Quang

Data Science

Nguyen Minh Quang

Data Science

IT student — AI R&D (Computer Vision, Edge). Built real-time prototypes under tight deadlines; comfortable with data pipelines. Seeking CV/ML R&D internship to ship models to production on edge devices.

AI R&DComputer VisionEdgePythonOpenCVPyTorchONNX

Projects

Smart Helmet — HUD/IoT Safety Stack

Project Lead

Camera-based drowsiness, collision sensing, voice/SOS, real-time telemetry; defined alert criteria and latency acceptance; produced demo-ready prototype with docs and test checklists.

PythonOpenCVPyTorchONNX

Key Metrics

  • Camera-based drowsiness detection
  • Collision sensing with voice/SOS
  • Real-time telemetry system

Hydrogen Leak Detector

Developer

Implemented portable H₂ leak detection with calibrated sensors, signal processing, and thresholding; created repeatable field-test procedure for industrial settings.

PythonSignal ProcessingRas Pi 5

Key Metrics

  • Portable H₂ leak detection
  • Calibrated sensor integration

Robot Bông 2025 (Tết Deployment)

Developer

Contributed computer-vision/image-processing modules for AI humanoid showcased at Nguyễn Huệ Flower Street during Tết 2025.

PythonState MachineOpenCVComputer Vision

Key Metrics

  • Computer vision modules
  • AI humanoid showcase
  • Tết 2025 deployment

Research

Undergraduate Researcher — HUFLIT

CV/NLP models; conducted literature review (IEEE/ACM/arXiv) and documented reproducible results

2025–Present

  • Designed experiments for CV/NLP models
  • Conducted literature review (IEEE/ACM/arXiv)
  • Documented reproducible results
  • Research report and demo-able prototype deliverables

Experience

Project Leader

Bach Khoa Innovation 2025 (Two Teams)

Mar–Aug 2025

  • Planned roadmap and reviewed technical work across two student R&D teams
  • Smart Helmet: designed HUD/IoT safety stack
  • Hydrogen Leak Detector: implemented portable H₂ leak detection

Developer

Robot Bông 2025 (City-level Tết Deployment)

Dec 2024–Feb 2025

  • Contributed computer-vision/image-processing modules
  • Delivered end-to-end within 13-member cross-functional team
  • Showcased at Nguyễn Huệ Flower Street during Tết 2025

Developer

National RoboG Competition 2024 (Third Prize)

Jun–Aug 2024

  • Represented university in National RoboG Competition 2024
  • Tuned state machines and basic sensor fusion
  • Increased task reliability under time limits

Skills

Programming

PythonJavaScriptC#...

AI/CV

PyTorchOpenCVONNXMediaPipe

Data & Eval

NumPy/PandasCommunicationTeamwork

Languages

EnglishVietnamese

Writing

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