Hi, I'm Duc!

Applying vision-language models to mixed indoor-outdoor robot navigation under Prof. Zhi Yan. Developing scene-graph reasoning pipelines and multimodal training workflows for embodied navigation.

Researched trading alphas using data-driven methods; applied computer vision to candlestick-pattern decision frameworks; prototyped an automation blueprint for literature review, strategy development, and backtesting.

Built LLM-based search, analytics, and workflow automation for clients. Production-ready RAG systems on Qdrant / Milvus vector databases.

Implemented a framework for developing custom task-scheduling algorithms in user space; designed a unified framework for shared optimisation across scheduling and memory management.

Improved the generalisation of a colour-enhancement pipeline using generative models. Designed user-adaptive and video-enhancement pipelines.

Applied neural memory architectures and physics regularisation to simulate and predict fluid dynamics.

Coached 15 top Vietnamese students on advanced algorithms for the National Olympiad. Authored problems and test data for the Team Selection Test.