Hua Huang
Software Engineer at Google
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolHua Huang is a software engineer in San Francisco with nine years combining machine learning research and production engineering across ads, infra, and cloud conversational AI. He holds a PhD in Applied Mathematics and has a strong track record applying deep learning and reinforcement learning to autonomous driving, ads ranking, and anomaly detection. At Twitter he improved ads pacing and forecasting—lifting revenue and cutting overspend through a PID-based controller and a fast pacing simulator—and now works on Cloud Conversational AI at Google. Technically fluent in Python, C++, Java, TensorFlow, PyTorch, Scala, Kubernetes, MPI and OpenMP, he bridges high-performance computing techniques from his HPC background with ML productionization. Notably, his research on compact support neural nets and extensive trajectory labeling underpins practical uncertainty-aware models for safety-critical settings. He combines academic rigor with a product-oriented mindset that consistently turns research ideas into scalable systems.
9 years of coding experience
8 years of employment as a software developer
Doctor of Philosophy - PhD, Applied Mathematics, Doctor of Philosophy - PhD, Applied Mathematics at Florida State UniversityBachelor's Degree, Aerospace Engineering, Bachelor's Degree, Aerospace Engineering at Xi'an Jiaotong UniversityMaster's Degree, Aerospace Engineering, Master's Degree, Aerospace Engineering at Shanghai Jiao Tong University
Github Skills (15)
snl-applications8
cluster-computing8
markov-decision-processes8
reinforcement-learning8
scientific-computing8
amr8
parallel-computing7
multiphysics7
petsc7
artificial-intelligence7
openmp7
q-learning7
mpi6
hpc6
python6
Programming languages (2)
Github contributions (5)
huanghua1668/Self-driving
May 2019 - Feb 2021
Contributions:99 commits, 98 pushes, 1 branch in 1 year 8 months
huanghua1668/ngsim_human-intention-prediction-facing-merge-request
Sep 2019 - Jan 2021
Contributions:11 commits, 9 pushes, 1 branch in 1 year 4 months
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