Last updated: Mar 25, 2026
NGUYEN NHAT HUY
AI / Machine Learning Engineer
Ho Chi Minh City, Vietnam
About
Computer Science student at Ton Duc Thang University with a strong foundation in Python, Machine Learning, and NLP. Passionate about researching and building real-world AI applications, specializing in model fine-tuning, RAG architectures, and scalable system integration.
Education
Bachelor of Computer Science | Ton Duc Thang University
- GPA: 3.2/4.00
- Awards: Academic Promotion Scholarship (Semester 2, 2025)
Experience
- Researched and explored Retrieval-Augmented Generation (RAG) architectures and their practical applications in business contexts.
- Engaged in professional software development workflows and corporate training sessions.
- Developed a data crawling tool using Python to extract player performance scores from the DUPR sports application.
- Processed and structured extracted raw data to align with machine learning preprocessing requirements.
Projects
- Building a real-time academic lecture transcription and translation application (Vietnamese/English).
- Developing a live audio streaming pipeline utilizing FastAPI, WebSockets, and Silero VAD for efficient audio segmentation.
- Integrating WhisperX and NLLB models, deploying on Modal serverless GPUs for high-speed inference.
- Engineered a multi-agent retrieval system to process, search, and answer complex queries from business documents.
- Utilized Pinecone vector database and Knowledge Graphs to optimize text chunk storage and retrieval accuracy.
- Developed a Vietnamese visual question answering project focused on animal understanding tasks.
- Learn CI/CD, Github Actions, Docker.
Honors & Awards
- Demonstrated advanced logical thinking and practical problem-solving in a highly competitive national-level AI modeling competition.
- Recognized for outstanding NLP research by building a Vietnamese Tourism Q&A dataset (SQUAD 2.0 format).
- Fine-tuned RoBERTa and PhoBERT models to enhance machine reading comprehension performance.
Skills
Languages:
Python, Java, SQL
AI & ML:
PyTorch, Hugging Face, NLP (WhisperX, NLLB, LLMs), Computer Vision, RAG, Multi-Agent Systems
Web & APIs:
FastAPI, Spring Boot, WebSockets, RESTful APIs, HTML/CSS
Cloud & DevOps:
AWS, Modal, Docker, Git, GitHub Actions (CI/CD)
Articles & Thoughts
Currently researching and experimenting. Content will be updated soon...