Projects

AI/ML projects I've built, from research prototypes to production systems

Machine Translation
NLP Machine Translation

CabinTranslate – Bilingual MT System

Prototype bilingual machine translation system (English ↔ Vietnamese) with a complete TTS pipeline, web demo, and REST API. Built end-to-end as ML/NLP Developer (Apr–May 2025).

Python Hugging Face Transformers PyTorch SentencePiece SacreBLEU Flask Streamlit
NLP Project Suite
NLP Chatbot LLM

NLP Toolkit – NLP Project Suite

A comprehensive suite of NLP practice projects built as full-stack developer and project lead (Feb–May 2025): Vietnamese Chatbot, movie recommendation system, AI video chat using Tavus API, and a smart web scraper. Integrated multiple APIs and documented all results.

Python Chatterbot Flask Streamlit Tavus API Gemini API
Hackathon AI Accessibility
Hackathon AI Accessibility LLM

Fridgey – Hackathon HCMUTE 2025 🏆 1st Prize

AI-driven solution to improve accessibility for visually impaired users, developed at HCMUTE Hackathon 2025. Role: Backend AI Engineer – designed and implemented backend APIs for user interaction, collaborated on system integration and testing.

Python Flask Streamlit OpenAI API
Sign Language Translation
NLP Computer Vision Research

KLTN – Vietnamese Sign Language Translation

Undergraduate thesis project: Vietnamese Sign Language (VSL) translation using Transformer architectures. Combines computer vision (pose estimation) with sequence-to-sequence NLP to translate sign language gestures into Vietnamese text.

Python PyTorch Hugging Face OpenCV Transformers
Quiz Generation AI
NLP LLM EdTech

QuickQuiz – AI Quiz Generator

Intelligent quiz generation system that automatically creates questions and answers from documents using NLP and LLM techniques. Supports multiple question types and difficulty levels.

Python NLP LLM OCR

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