Ba Tran
Graduate Research Assistant
San Francisco Bay Area United States
Summary
👤
Senior🎓
Top SchoolBa Tran is a software and ML engineer with nine years of experience building large-scale, production-ready systems and research-driven AI applications. Currently a Graduate Research Assistant at University of Dayton, he engineers LLM-powered coding platforms, scales Transformer-based vision models to 90%+ accuracy, and led a 30+ participant Human-AI Interaction study with a first-author paper. Previously at Shopee he revamped 22 microservices, delivered sub-500ms deployments, and built NLP and fraud-detection features that served millions across ASEAN. His prior work includes generating 600K synthetic dashcam images with GANs/Diffusion/VLMs and automating benchmarking that resulted in journal publication. Based in the Bay Area with a 4.0 MS in Computer Science, he blends rigorous research, systems engineering, and product-minded impact—plus an unexpected note: he’s an Adele fan who codes for autonomy and creative AI.
9 years of coding experience
4 years of employment as a software developer
Master of Science - MS, Computer Science, 4.00, Master of Science - MS, Computer Science, 4.00 at University of DaytonSpecialization in Mathematics, Specialization in Mathematics at VNU-HCM High School for the GiftedBachelor of Science - BS, Computer Science, 3.84, Bachelor of Science - BS, Computer Science, 3.84 at VNUHCM - University of Science
Github Skills (170)
python10
image-processing10
deep-learning10
computer-graphics10
arm10
cpp10
cudnn10
mesh-processing10
robotics10
rendering10
cluster-computing10
onnx10
hardware-acceleration10
libtorch10
jetson-xavier10
Programming languages (11)
Github contributions (5)
xmba15/dockerfiles
Aug 2022 - Aug 2023
personal collection of dockerfiles
Contributions:11 releases, 8 PRs, 58 pushes in 1 year
dockerfiledocker-imageros2torchdocker
fangzheng81/bezier_curve
Jun 2019 - Sep 2019
implementation of algorithms related to bezier curve for path smoothing
Contributions:55 commits in 3 months
smoothingbezierpath-smoothingcurveimplementation-of-algorithms
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