Duc Vinh Bui
@ducvinhbui
I build practical AI-powered and data-driven systems using Python, LLMs, RAG, AWS, and scalable data platforms.
AustraliaWhat I'm looking for
I've built AI/ML and NLP workflows for NRC Health through FPT Software's Global Internship Program, using transformer models and LLM-based approaches for patient-feedback analysis, summarization, semantic search, information extraction, and Q&A.
At InSite Cam, I evaluated computer vision systems across image resolutions and dataset conditions, using benchmarking, validation, performance metrics, and error analysis to investigate model reliability.
I'm completing a First Class Honours Bachelor of Advanced Computing at the University of Sydney, with majors in Computational Data Science and Software Development. My honours research explores machine-learning feature selection and Pointwise Mutual Information through experimentation, evaluation, and technical analysis.
I build with Python, SQL, FastAPI, PostgreSQL, pgvector, Redis, Docker, AWS, PyTorch, TensorFlow, Hugging Face Transformers, LangChain, and FAISS. My projects include forecasting, churn prediction, anomaly detection, document intelligence, semantic search, and financial-market analytics.
Experience
Work history, roles, and key accomplishments
FPT Global Internship Program | Client Project: NRC Health, USA
• Worked as a technical leader on an international client project, collaborating with engineers, coordinating tasks, discussing technical decisions, and presenting findings.
• Built Python-based AI/ML and NLP workflows using Hugging Face Transformers, spaCy, LangChain, and FAISS.
• Worked with transformer models and LLM-based appro
AI Research Intern - Systems Evaluation and Technical Analysis
Aug 2024 - Nov 2024 (3 months)
• Evaluated computer vision systems across image resolutions and dataset conditions using preprocessing, benchmarking, validation, performance metrics, and error analysis.
• Investigated model performance and reliability issues through systematic experimentation, identifying limitations and analysing results across different test conditions.
• Designed and documented reproducible evaluation work
Education
Degrees, certifications, and relevant coursework
University of Sydney
Bachelor of Advanced Computing, Data Science and Software Development
2022 - 2026
🎓 Bachelor of Advanced Computing (Honours) — First Class Honours
Majors: Computational Data Science & Software Development
Focused on Artificial Intelligence, Machine Learning, Deep Learning, NLP, Data Engineering, Big Data, scalable data systems, and software development.
🔹 AI & Machine Learning
• Advanced Machine Learning
• Deep Learning
• Natural Language Processing
• Artificial Intelligence
Le Hong Phong High School For The Gifted, HCMC, Vietnam
2019 - 2022
Tech stack
Software and tools used professionally
Availability
Location
Australia
VietnamJob categories
Skills
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