Yangyang Fu
Research Engineer at Lennox International
Dallas, Texas, United States
Summary
👤
Senior🎓
Top SchoolYangyang Fu is a research engineer with a PhD and 10 years’ experience applying machine learning to autonomous systems, from self-driving vehicles to distributed energy platforms. He specializes in multi-modal transformers, differentiable model predictive control, and end-to-end motion planning, and has a track record of moving algorithms into real-time embedded deployments (STM32, C++/CUDA, quantized NN distillation). His work at universities and industry includes benchmarking state-of-the-art autonomous agents, building hardware-in-the-loop testbeds, and achieving resilient control that recovered from 96% of simulated attacks or failures. Based in Dallas, he blends deep academic rigor with product-minded engineering, accelerating RL training via distilled heuristics and delivering production-ready control stacks for safety-critical systems.
10 years of coding experience
5 years of employment as a software developer
Master of Science (MS), Mechanical Engineering, Master of Science (MS), Mechanical Engineering at Tongji UniversityDoctor of Philosophy - PhD, Architectural Engineering, Doctor of Philosophy - PhD, Architectural Engineering at University of Colorado Boulder
English, Chinese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (74)
unreal-engine-410
simulator10
energy10
ros10
modelica10
energy-efficiency10
computer-vision10
deep-reinforcement-learning10
carla10
district10
imitation-learning10
airsim9
ai9
markov-decision-processes9
autonomous-vehicles9
Programming languages (5)
Github contributions (5)
YangyangFu/modelicagym
Nov 2020 - Aug 2021
Modelica models integration with Open AI Gym
Contributions:24 commits, 4 PRs, 33 pushes in 9 months
reinforcement-learningopen-ai-gymopen-aigymmodelica
YangyangFu/modelica-buildings
Jan 2017 - Dec 2021
Modelica Buildings library
Contributions:4 PRs, 234 pushes, 27 branches in 4 years 11 months
buildingsmodelica
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.