Trung Trinh
Doctoral Researcher at Aalto University
Espoo, Finland
Summary
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Senior🎓
Top SchoolTrung Trinh is a doctoral researcher in Probabilistic Machine Learning at Aalto University with 10 years of industry and academic experience focused on making neural networks robust to distribution shifts. Expected to graduate in May 2025, he blends theoretical work—three papers at NeurIPS/ICML/ICLR—with practical engineering using PyTorch, JAX, Sacred, and Weights & Biases to produce scalable, reproducible solutions. His research emphasizes efficient Bayesian approaches and advanced optimization to improve generalization and uncertainty calibration for safety-critical applications like autonomous driving and medical diagnostics. Prior industry work spans end-to-end ML systems for NLP and fraud detection, delivering productionized models with Dockerized deployments and continuous updates. Based in Espoo, Finland, he pairs rigorous academic credentials (MSc 4.93/5, BE 9.09/10) with a record of open-source releases that accelerate adoption of robust deep learning methods.
10 years of coding experience
1 year of employment as a software developer
Doctor of Philosophy - PhD, Machine Learning and Artificial Intelligence, Doctor of Philosophy - PhD, Machine Learning and Artificial Intelligence at Aalto UniversityBachelor of Engineering - BE, Computer Science, 9.09/10, Bachelor of Engineering - BE, Computer Science, 9.09/10 at Ho Chi Minh University of Technology
Github Skills (19)
intellisense8
pylint7
bootstrap6
testing6
react5
linter5
material-ui5
jupyter5
python5
visual-studio-code5
typescript4
scheduler4
charts4
editor4
material-design3
Programming languages (4)
Github contributions (5)
trungtrinh44/tf-auxiliary
Aug 2018 - Mar 2019
Contributions:4 PRs, 375 pushes, 10 branches in 7 months
trungtrinh44/ibnn
Jul 2020 - Mar 2021
Contributions:326 commits, 9 PRs, 155 pushes in 8 months
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