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Nguyen Nguyen

@nguyennguyen3

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Senior computer vision engineer building edge AI systems for real-time robotics and embedded deployment.

Vietnam

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What I'm looking for

I’m looking for a team where I can own end-to-end edge AI—real-time computer vision, embedded deployment, and production reliability—while optimizing inference performance for robotics and industrial systems.

I’m a Senior Computer Vision Engineer and Software Engineer with 6+ years designing, developing, and deploying AI-powered systems for real-world applications. I specialize in Computer Vision, Edge AI, Embedded Systems, Robotics Perception, and Real-Time Video Analytics, and I focus on bridging software intelligence with physical-world outcomes.

Across the full product lifecycle, I build end-to-end AI solutions—from model development and optimization to deployment, backend integration, embedded systems, and production operations. I’ve deployed AI workloads on NVIDIA Jetson platforms and Linux-based embedded systems, integrating AI perception with cameras, robotics platforms, industrial equipment, sensors, and cloud services.

I’ve led real-time vision work such as object detection, segmentation, tracking, and scalable RTSP/multi-camera pipelines, while optimizing inference using TensorRT, CUDA, ONNX Runtime, and FP16 acceleration. I also deliver production-ready systems with FastAPI/REST APIs, Docker deployments, OTA updates, and monitoring/diagnostics—plus measurable performance improvements such as reducing inference latency by 35% using TensorFlow Lite optimization.

Experience

Work history, roles, and key accomplishments

Senior Edge AI Engineer

VinaNext Robotics

May 2024 - Nov 2025 (1 year 6 months)

Designed and deployed AI inference systems on NVIDIA Jetson Xavier/Orin edge platforms and built real-time computer vision pipelines for object detection, segmentation, tracking, and video analytics. Optimized inference with TensorRT/CUDA/ONNX Runtime, developed RTSP video processing for multiple streams, and delivered FastAPI services with Docker-based OTA update workflows and device monitoring.

Python PyTorch OpenCV TensorRT CUDA ONNX Runtime Docker Linux NVIDIA Jetson RTSP FFMPEG fastAPI Object Detection Segmentation Multi Object Tracking Video Analytics Edge To Cloud Communication OTA Updates Asynchronous GPU Processing

Senior AI Engineer

Saigon Vision Systems

Jan 2023 - Apr 2024 (1 year 3 months)

Led development of industrial computer vision systems for manufacturing automation, including AI pipelines for object detection, OCR, segmentation, classification, and tracking. Deployed optimized models on NVIDIA Jetson Nano and Raspberry Pi, reduced inference latency using TensorFlow Lite, and built backend APIs for AI dashboards and production monitoring.

Python Tensorflow Lite OpenCV YOLO Raspberry Pi NVIDIA Jetson Docker Flask Linux Computer Vision Object Detection Segmentation Performance Optimization

AI Engineer

TechNova Solutions

Jul 2021 - Sep 2022 (1 year 2 months)

Developed intelligent video analytics and AI-powered surveillance applications, creating computer vision pipelines for detection, segmentation, image enhancement, and automated analysis. Integrated AI software with IoT sensors and edge Linux devices, built REST API backends for AI service integration, and supported deployment of AI applications on edge devices.

Python TensorFlow OpenCV Raspberry Pi Linux REST APIs Video Analytics Computer Vision Object Detection Segmentation IoT Model Evaluation Backend Integrations

Computer Vision Engineer

QArea

Jan 2020 - Jun 2021 (1 year 5 months)

Developed computer vision applications for international software projects, implementing object detection, classification, segmentation, and tracking, along with real-time video analytics pipelines. Integrated AI models with backend systems and Linux deployment environments, improving inference performance through optimized preprocessing and deployment strategies while participating in architectur