// Hello, world 👋

Tran Van Sang

AI Engineer & Computer Vision Specialist

AI Engineer with 5+ years of experience building deployable machine learning and computer vision solutions. Published 3 peer-reviewed papers in facial analysis and intelligent visual systems. Deep expertise in Python, PyTorch, TensorFlow, and edge deployment. Passionate about AI for real estate, geospatial analytics, and document intelligence.

Get in touch GitHub LinkedIn
5+
Years Experience
3
Research Papers
5+
Banks Served (eKYC)
40%
Asset Workload Reduced

// career

Work Experience / Timeline

Co-founder / AI Engineer
Studs Studio
Feb 2025 — Present
  • Built AI tools to generate game art, character animations, and marketing videos.
  • Published an online multiplayer game with a small founding team.
JavaUnityStable DiffusionBlenderffmpeg
AI Engineer / Game Developer
Archer Studio Game
Jul 2022 — Feb 2025
  • Designed AI-powered tools to generate in-game assets such as textures and environmental effects.
  • Developed procedural content generation pipelines to create dynamic environments, reducing manual asset creation time.
  • Supported the release of a 3D plane shooter game with complex aircraft transformation systems.
PythonUnity C#PyTorchGANOpenCV
AI Engineer
FPT Smart Cloud
Mar 2020 — Jul 2022
  • Built AI models for facial recognition, liveness detection, and document validation in eKYC systems.
  • Deployed real-time computer vision applications on edge devices (Jetson Nano).
  • Contributed to FPT.AI eKYC system, serving 5+ major banks and financial organizations in Vietnam.
  • Provided AI support for onboarding automation and identity verification.
PythonTensorFlowPyTorchFastAPITensorRTJetson Nano
Research Student
Hanoi University of Science and Technology
Apr 2017 — Jan 2020
  • Built ML models for automation and industrial monitoring using image processing.
  • Published 2 conference papers on computer vision in smart environments.
  • Built a Chatbot engine using seq2seq model and word2vec for word embedding.
  • Worked with Apache Spark, Hadoop, and Cassandra for distributed data processing.
PythonSparkHadoopCassandraseq2seq

// portfolio

Featured Projects

🔐
FPT.AI eKYC
ML and image processing for facial search, liveness detection, and ID card verification deployed in banking & finance sectors.
PythonTensorFlowFastAPI
🚪
FPT.AI Smart Door
Real-time face recognition and spoofing detection for smart access control, deployed on Jetson Nano with TensorRT and depth-camera.
TensorRTOpenCVJetPack
🛒
Automated Vending Shelf
Computer vision solution that automatically detects what customers select from retail shelves using real-time frame capture.
PythonOpenCV
🏠
House Price Prediction
Zillow Prize competition entry — feature engineering (spatial, temporal, categorical) with a high-performing XGBoost regression model.
PythonXGBoostPandasscikit-learn
🎨
Unity Asset Generator
AI-assisted tool integrated into Unity Editor to generate texture variations using GAN and augmentation, reducing artist workload by 40%.
PythonUnity C#PyTorchGAN
🎮
Multiplayer Game (Studs Studio)
Co-founded and shipped an online multiplayer game with AI-generated art, character animations, and marketing videos.
JavaUnityStable Diffusionffmpeg

// research

Publications

IEEE 2022
A Liveness Detection Protocol based on Deep Visual-Linguistic Alignment
Viet Trung Tran, Tran Van Sang, Xuan Bang Nguyen, The Trung Tran · IEEE KSE 2022 · DOI ↗
IEEE 2020
A Camera-based Solution for Customer Behavior Identification
Tran Van Sang, Nguyen Thi Oanh, Ha Quang Thai · IEEE MAPR 2020 · DOI ↗
IEEE 2019
A Novel Method for Automatic Detection of Basic Shapes on Whiteboard Images using Faster RCNN
Ha Quang Thai, Nguyen Huu Quang, Tran Van Sang, Nguyen Thi Loan · IEEE NICS 2019 · DOI ↗

// stack

Technologies

Languages
Python C# Java SQL
ML / DL
PyTorch TensorFlow TensorRT scikit-learn XGBoost
Vision & AI
OpenCV Stable Diffusion PaddleOCR GAN Faster RCNN
Backend & Infra
FastAPI MongoDB Spark Hadoop Cassandra
Edge & Tools
Jetson Nano JetPack Unity Blender ffmpeg
Domain
eKYC OCR Document AI Game AI Visual GenAI

// academia

Education

🎓
Engineer of Information System
Hanoi University of Science and Technology
2015 – 2020 · GPA 3.02 / 4.0
Machine Learning Artificial Intelligence Data Structures & Algorithms Big Data

// connect

Get In Touch

✉️
Email
tranvsangdv@gmail.com
GitHub
sangtvhust
LinkedIn
sang-tran
📍
Location
Dong Anh, Ha Noi