Hello! I'm
Le Thanh
Hung.
— Bean
I build intelligent systems at the intersection of machine learning and software engineering — from NLP pipelines to production AI applications.
- ✓Build production-ready ML pipelines
- ✓Turn raw data into actionable insights
- ✓Design NLP systems that understand context
- ✓Ship AI-powered web applications
— About Me
Turning complex data
into intelligent systems.
3+
Years of experience
10+
Projects delivered
2
International experiences
I'm Le Thanh Hung — an AI Developer from Hue, Vietnam, specializing in building intelligent systems that go beyond prototypes into production.
Currently at SimplifyX, I architect multi-agent systems, RAG pipelines, and AI microservices — shipping real-world AI with FastAPI and gRPC. Previously built ML models for healthcare risk prediction at MettaDepth.
My work spans NLP, LLMs, computer vision, and full-stack AI integration. I've shipped projects across healthcare, education, and automation — and did international research at Kasetsart University, Thailand.
I'm driven by the gap between AI research and real impact. Next step: Master's degree and deeper contribution to the research community.
— What I'm Offering
My Core
Expertise
Focused on building intelligent systems that solve real problems with clarity and precision.
Machine Learning & AI Modeling
End-to-end ML pipelines from data preprocessing to production deployment. Specializing in predictive modeling, classification, and regression.
Read More→Natural Language Processing
Building NLP systems including text classification, summarization, chatbots, grammar correction, and RAG applications with LLMs.
Read More→Recommendation Systems
Designing personalized recommendation engines using collaborative filtering, vector databases, and association rules.
Read More→AI-Powered Web Apps
Integrating ML models into full-stack applications with Next.js/React frontends and FastAPI backends for seamless user experiences.
Read More→— Experience
Where I've worked.
AI Developer
CurrentSimplifyX — Remote
Oct 2024 – Present
1 yr 5 mos
Doc Agent: structured data extraction from document files
RAG Agent: retrieval-augmented generation pipelines
Multi-agent orchestration & workflow automation
AI microservices with FastAPI & gRPC
AI Developer
MettaDepth — Hue, Vietnam
Jan 2024 – Nov 2024
11 mos
AI models for healthcare & insurance risk prediction
PDF extraction pipelines for complex documents
ML-driven recommendation systems
AI integration with Next.js & FastAPI
AI Developer — LMS Integration
DEHA Company — Hue, Vietnam
Jun 2023 – Sep 2023
3 Months
Course recommendation with Vector DB & Association Rules
Automated exercise generation & grading system
Grammar error correction and writing feedback tool
AI Developer Intern
Brycen Vietnam — Hue, Vietnam
Feb 2023 – Jul 2023
5 Months
NLP research: embedding, RNN, LSTM, GRU, Seq2Seq
Chatbot + document summarization with LangChain
Mobile chatbot app with Flutter & Firebase
Research Intern — FarmBot
Kasetsart University — Thailand
Jun 2022 – Sep 2022
3 Months
YOLOv4 plant leaf counting model
Image processing & dataset collection
ESP8266 camera integration with Firebase
Front-End Developer Intern
3S Intersoft — Hue, Vietnam
Sep 2022 – Dec 2022
3 Months
Music streaming website UI (HTML/CSS/JS)
Database design & functionality analysis
GitHub Pages deployment
— Projects
Selected work.
Healthcare Risk Prediction System
AI models for healthcare and insurance risk prediction using classical ML algorithms. Features feature engineering pipelines, model evaluation dashboards, and REST API integration via FastAPI.
E-Commerce Review Dynamics
Sentiment classification on e-commerce reviews using K-Means clustering, N-Grams tokenization, and Cosine Similarity. Includes product recommendation and customer value analysis in a Streamlit demo.
— Skills & Education
Tools & expertise.
Programming Languages
ML / DL Frameworks
NLP & AI
Data & Analytics
Web & Mobile
Tools & Platforms
Education & Awards
Internship Certificate — Short-Term Research on ASEAN+6
Kasetsart University, Thailand
National Final Round — VietFuture Award
VietFuture
Data Science & Artificial Intelligence — Excellent
Engineer's Degree · School of Engineering & Technology, Hue University — GPA 3.66/4.0
Soft Skills
— Get In Touch
Let's work
together.
I'm open to full-time roles, research collaborations, and freelance AI/ML projects. Whether you have a dataset problem or want to explore AI opportunities — let's talk.