About
Dinh Thang Phung is a machine learning engineer with over 3 years of professional experience in AI, computer vision, and related fields. He holds a Bachelor's degree in Control Engineering and Automation from Ho Chi Minh University of Technology and is currently pursuing a Master's in Computer Science.
His key skills include Python, MATLAB, SQL, computer vision techniques such as object detection and pose estimation, machine learning frameworks like PyTorch and TensorRT, and deployment tools including Docker and FastAPI. Notable achievements encompass developing systems for human behavior analysis, radar target classification, and publishing research in international conferences like CECNet 2022 and ISDS 2023.
Based on his career trajectory, Dinh Thang is well-suited for roles in AI engineering, computer vision research, or machine learning development within technology companies or research institutions.
Experience
Machine Learning Engineer
Cybercore
Present
• Human Behavior Analysis System
* Built end-to-end system for analyzing human behavior in retail environments
* Frontend: Vuejs
* Backend: PostgreSQL, FastAPI, PyTorch
* CI/CD: Docker swarm, Docker compose
* AI
· Human tracking: ByteTrack
· Human detection: YOLOv8 - TensorRT int8
· Human pose estimation: RTMPose - TensorRT fp16
· Age gender classification: RepVGG - TensorRT int8
· Head pose estimation: MHP - TensorRT fp16
• Safety Checking System
* Developed automated system to detect worker safety violations and dangerous situations
* Frontend: Vuejs
* Backend: PostgreSQL, FastAPI, PyTorch
* CI/CD: Docker swarm, Docker compose
* AI
· Human tracking: ByteTrack
· Human detection: YOLOv8 - TensorRT int8
· Object segmentation: YOLOv8 - TensorRT int8
Computer VisionMachine LearningPyTorch
Academic Project
Ho Chi Minh University of Technology
• Vehicle Detection & Speed Estimation System (Graduation Thesis)
* Developed deep learning system for front-view vehicle detection and speed estimation
* Created custom dataset through personal data collection efforts
* Achieved exceptional academic performance with 9.42/10 grade
* Skills: Python, Deep Learning, Computer Vision, Object Detection, Data Collection
Deep LearningComputer VisionObject Detection
Algorithm Engineer
Radar Center, Viettel High Tech, Viettel Group
• Radar Target Classification System
* Developed machine learning models for automatic radar target classification
* Implemented drone detection algorithms with clutter reduction techniques
* Published research at CECNet 2022 international conference
* Status: Successfully delivered and integrated into radar systems
* Skills: Python, Machine Learning, Signal Processing, MATLAB, Research
• Radar Noise Filtering Module
* Built denoising module using DBSCAN clustering algorithm
* Improved radar signal quality and target detection accuracy
* Integrated into production radar systems
* Skills: Python, DBSCAN, Clustering Algorithms, Signal Processing, MATLAB
Machine LearningSignal ProcessingMATLAB
AI Engineer
IVS Joint Stock Company
• Legal Text Classification System (Legar)
* Developed AI-powered legal statute identification system for Vietnamese land law
* Built Vietnam Legal Knowledge Graph (VN-Legal-KG) for enhanced legal reasoning
* Published research at ISDS 2023 and Springer Nature Singapore conferences
* Skills: Python, NLP, Text Classification, Research
NLPText ClassificationPython
Education
Ho Chi Minh University of Technology, VNU
Master in Computer Science
2023
Vin Big Data Institute, Vin Group
Artificial Intelligence Engineer Training Program Scholarship
2021 – 2022
Ho Chi Minh University of Technology, VNU
Bachelor of Engineering · Control Engineering and Automation
2017 – 2021
Skills
Vue.jsPostgreSQLFastAPIDocker ComposeDocker SwarmDockerDBSCANRepVGGRTMPoseByteTrackYOLOTensorRTPyTorchImage SegmentationTrackingPose EstimationObject DetectionSQLMATLABPython
Languages
English (Full professional proficiency)
