// 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.

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