Hoai Tran

AI with 7+ years of experience designing, architecting, and deploying production AI systems across cloud, edge, and on-premise enterprise environments. Specialized in Computer Vision and Large Language Models (LLMs). Proven track record taking AI solutions from prototype to production: integrating modern LLMs and vision models via robust REST API microservices with low latency, high scalability, and cost efficiency.

Highly proficient in Python, C++, AWS, and Docker with a relentless focus on system reliability.

AI & Robotics Engineer at VinRobotics (2026-04)

• Developed and integrated 2D/3D vision-based inspection systems with industrial robots and factory automation systems for automated quality control and defect detection.

AI Engineer at NexConstruct (2025-03 – 2026-03)

• Developed on-device spatial AI solutions using ARKit and CoreML to reconstruct residential spaces, generate 3D models and 2D floor plans, and support home renovation planning, interior layout design, and furniture placement.
• Architected an end-to-end Voice-to-Form inspection pipeline combining speech recognition and LLM-driven structured entity extraction to accelerate Japanese existing home evaluations.

AI Engineer at FPT Corporation (2024-05 – 2025-03)

• Engineered an automated face recognition and video analytics system to detect and identify VIP and returning customers, enhancing personalized customer service.

Computer Vision & Robotics Engineer at Velox Tech (2020-08 – 2024-04)

• Developed edge AI computer vision systems for aquaculture to detect fish skin diseases, sea lice infestations, and monitor environmental conditions under harsh underwater environments.
• Engineered laser and optical inspection tools integrated with autonomous warehouse mobile robots to automate real-time object classification and defect detection.

Bachelor of Engineering in Mechatronics Engineering (Honor Program) – Ho Chi Minh City University of Technology (HCMUT) (2013-09 – 2018-04)