Experience
Undergraduate AI Researcher
Ho Chi Minh City University of Education (HCMUE)
Sep 2025 - Present
- Designed MultiscaleBAM, a Bayesian adapter module for single-pass aleatoric uncertainty estimation to improve model reliability.
- Conducted self-supervised cross-domain pretraining (I-JEPA) on 225K+ chest X-rays, improving downstream AUROC by +4.6.
- Implemented Homoscedastic Uncertainty Weighting to stabilize multi-task training and reduce manual tuning.
- Built dataset preprocessing pipelines (cleaning, augmentation, splitting) and evaluation scripts for reproducible experiments.
Next.js
TypeScript
React
Node.js
PostgreSQL
MongoDB
Docker
Google CloudFreelance Full Stack Developer
Self-employed
Apr 2024 - Present
- Transformed chaotic Excel sheets into polished internal tools for various clients.
- Shipped dashboards and custom CMS platforms tailored to each client's workflow.
- Automated repetitive processes, improving efficiency and reducing human error.
- Focused on clean, maintainable code and interfaces that users actually enjoy.
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Please contact me directly at duongthanhtai1308[at]gmail.com or drop your info here.