Hsiang-hsuan Hung
Senior ML Data Engineer
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolHsiang-hsuan Hung is a Senior ML Data Engineer in San Francisco with 10 years of experience building production-scale ML and big-data systems that span AWS, Spark, Kafka, and deep learning pipelines. He combines a strong academic grounding—a PhD in physics and postdoctoral research using MCMC and numerical optimization—with practical delivery of CV models, AI agents on AWS Bedrock, and end-to-end data ingestion and streaming pipelines. His background in computational physics informs a rigorous approach to stochastic sampling, high-performance computing, and spatial analytics, which he applies to geospatial risk modeling, anomaly detection, and feature engineering. At Adobe he shipped production CV models and led data governance for sensitive customer data; previously he led time-series anomaly and GAN-based synthetic data work at AppDynamics. An active practitioner and open-source contributor (github.com/HsiangHung) who blogs at tripleh.io, he uniquely bridges quantitative research methods with pragmatic engineering to turn complex, high-dimensional problems into scalable, auditable solutions.
11 years of coding experience
11 years of employment as a software developer
University of California, San DiegoMaster's degree, Physics, Master's degree, Physics at Nanjing UniversityBachelor's degree, Physics, Bachelor's degree, Physics at Tunghai UniversityMaster's degree, Physics, Master's degree, Physics at University of Pittsburgh
English, Chinese
Github Skills (17)
training-data9
python8
generative-adversarial-network8
machine-learning8
pytorch8
data-science7
synthetic-data7
tensorflow7
deep-learning7
jax7
time-series5
markov4
mcl4
clustering3
object-detection2
Programming languages (3)
Github contributions (5)
HsiangHung/Machine-Learning
Aug 2015 - Jul 2026
Contributions:155 pushes, 2 branches in 11 years
HsiangHung/TIPMAX
Feb 2016 - Oct 2017
Contributions:129 pushes, 1 branch in 1 year 8 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.