Open to opportunities

The Shield User

@binhphamthanh

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AI/ML and Computer Vision engineer focused on edge and embedded systems.

Vietnam

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What I'm looking for

I seek roles building and deploying edge/embedded AI and computer vision solutions, collaborating with product teams, and continuing research into lightweight models and applied DL.

I am an AI/ML and Computer Vision engineer with hands-on experience building and deploying deep learning models for biomedical and agricultural image tasks as well as embedded AI cameras.

I have researched and implemented SOTA lightweight models for edge devices, authored a dataset from Vietnam, and tested detection/classification models such as YOLO variants during industry internships.

My background includes developing firmware and Android test apps for camera/MCU platforms, automating processes with AI during a technical role in the Vietnamese Self-Defence Force, and teaching IC3/MOS computer skills across primary to high schools.

I pursue continuous learning (Master's in Information Technology in progress) and practical deployments, collaborating with product and revenue teams to deliver models for clients while iterating on feedback to solve model and product issues.

Experience

Work history, roles, and key accomplishments

Current

MOS/IC3 Teacher

Current

Nguyen Tran Education Training Company Limited

Mar 2025 - Present (6 months)

Taught IC3/MOS (Word, PPT, Excel) and computer network fundamentals across primary, junior high, and high schools, delivering curriculum that improved students' practical IT skills. Managed classroom activities and adapted materials for varied student levels.

Instruction Curriculum Development MOS IC3 Classroom Management Computer Networking Educational Technology

Current

Computer Vision Researcher

Current

DS-MED Lab

Mar 2025 - Present (6 months)

Researched and prototyped lightweight SOTA computer vision models (22.8 MB, ~1.8 ms/image) and created a Vietnam mango leaf disease dataset, achieving 99.75% accuracy for edge deployment. Published findings and developed models for biomedical and agricultural image tasks.

Computer Vision Deep Learning Model Compression TensorFlow PyTorch Edge Image Processing

AI/ML Engineer (Intern)

EATLAB

Jun 2025 - Aug 2025 (2 months)

Developed and tested computer vision and deep learning models (detection and classification) and integrated AI models into embedded cameras for client deployments, contributing to on-time product delivery for regional customers.

YOLO AI Model Deployment Python Computer Vision Model Evaluation

Military Technical Specialist

Vietnamese Self-Defence Force

Mar 2023 - Mar 2025 (2 years)

Completed military technical training and provided AI-assisted automation for administrative processes including recruitment and confidential records management at the ward level.

Process Automation Technical Operations Problem Solving

Embedded Software Engineer

STYL Solutions

Sep 2022 - Dec 2022 (3 months)

Wrote firmware for MCUs and camera modules and developed Android test apps and IOT integrations, supporting product research and implementation of new embedded technologies.

Java Firmware Development IoT MCU Programming

Education

Degrees, certifications, and relevant coursework

University of Information Technology - Ho Chi Minh City National University

Master of Science, Information Technology

2023 -

Pursuing a Master's Degree in Information Technology focusing on lightweight computer vision models and dataset publication for agricultural disease classification.