Lei Ding
Researcher Phd Candidate
California, United States
Summary
👤
Senior🎓
Top SchoolLei Ding is a machine learning researcher and architect with 13 years of experience building high-performance, production-ready AI systems across enterprise and academic settings. Currently a PhD candidate at UC Santa Cruz, Lei focuses on LLM-based acting agents—spanning plan generation, action prediction, and execution proxies—to enable autonomous task completion. Previously at SAP he led intelligence and architecture for Cart As A Service (CAAS) 2.0, applying streaming analysis and reinforcement learning to optimize customer purchase operations and designing scalable inference frameworks. Lei’s background blends hands-on systems optimization (including dramatic runtime accelerations on SAP HANA) with research-forward agent design, and he is based in California with a practical interest in macOS tooling.
13 years of coding experience
16 years of employment as a software developer
Master, Computer Science, Master, Computer Science at Sichuan UniversityUniversity of California Santa Cruz
English, Chinese
Stackoverflow
1reputation
31reached
0answers
1question
Github Skills (132)
cms10
web-application10
python10
deep-learning10
visual-studio10
gpu10
gpu-acceleration10
javascript10
acceleration10
editor10
ml10
numpy10
mask10
neural-network10
tensor10
Programming languages (11)
Github contributions (5)
llv22/baidu_push_sdk_java
Feb 2015 - Oct 2020
java implementation of baidu push sdk
Contributions:1 PR, 52 pushes, 3 branches in 5 years 8 months
pushsdkbaidujavapush-sdk
llv22/pyalgorithm
Nov 2018 - Nov 2022
Contributions:20 pushes, 2 branches in 4 years
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.