Portfolio
Thadoe Hein
AI Engineer
Specializing in NLP, Computer Vision & Generative AI
Building end-to-end AI/ML solutions with RAG, MLOps, and cloud-native architectures
About Me
AI Engineer with practical experience in NLP, Computer Vision, and Generative AI
Bio
I'm an AI Engineer with practical experience designing, training, and deploying end-to-end machine learning models for NLP, computer vision, and generative AI. My work focuses on building production-ready systems that solve real-world problems.
Proficient in model fine-tuning, RAG (Retrieval-Augmented Generation), data preprocessing, and MLOps pipeline automation using PyTorch, HuggingFace, Docker, and AWS. I've successfully integrated AI models into applications like face search engines, text summarization systems, and conversational agents.
Currently based in Bangkok, Thailand, I'm passionate about advancing AI capabilities in low-resource languages and building scalable, cloud-native ML solutions.
I don’t just build models or systems — I connect the dots between business, design, and engineering. I enjoy working with diverse teams to transform messy requirements into practical, working AI solutions.
“You already know about my past. As an exchange, I want to witness your future.” — Elysia
Education
Bachelor of Science in Computer Science
Assumption University of Thailand
GPA: 3.69 | Bangkok, Thailand
June 2022 - Oct 2025
Key Experience
ML Engineer Intern @ LU Lab
AI Engineer @ ISL
Teaching Assistant (Python, Java)
Core Expertise
Featured Projects
End-to-end ML systems from Computer Vision to NLP and Generative AI
Video Face Search System
Platform to search and find people across videos. Detects, tracks, and embeds faces (ArcFace), indexes them for instant lookup, and scales to large video libraries.
SimpleRAG - Document AI Assistant
Document Q&A assistant: upload TXT, PDF, or DOCX and ask questions. Returns grounded answers with sources in real time, available as a HuggingFace Space.
FlanT5 News Summarization
Abstractive news‑summary model and service powered by fine‑tuned FLAN‑T5. Paste an article and get a crisp, faithful summary with key points.
Burmese QA System
Generative Burmese question‑answering model and dataset. Ask in Burmese and receive fluent, context‑aware answers for low‑resource content.
Skills & Technical Proficiency
Building production-ready AI systems that connect ideas, people, and technology.
I enjoy collaborating across disciplines — turning complex business goals into practical, deployable solutions.
Machine Learning
Deep Learning
NLP & Generative AI
Computer Vision
MLOps & Cloud
Programming
Data & Tools
Always learning, always building. Let's create something amazing together.
Let's CollaborateGet In Touch
Open to AI/ML opportunities and collaborations. Let's connect!
Contact Information
Location
Bangkok, Thailand | Open to remote opportunities
Status
Open to AI/ML Engineer positions
© 2025 Thadoe Hein.Always learning, always building.
