Shen Ren
Principal Specialist, Machine Learning at Continental
Singapore
Summary
👤
Senior🎓
Top SchoolShen Ren is a Principal Specialist in Machine Learning based in Singapore with a decade of experience applying data mining, statistical learning and reinforcement learning to transportation, urban logistics and human–machine cognition. His career spans research-intensive roles at A*STAR and academia to industry leadership at Continental, where he builds large-scale graph and map-matching systems, deep-learning traffic models and RL-driven routing and driving policies. Trained as a PhD in Human–Computer Interaction, he uniquely blends brain–computer interaction and psycho-physiological signal analysis with urban mobility analytics, bringing human-centric insights to ML solutions. He has led collaborative projects with government and industry partners (GovTech, LTA, Fujitsu) and co-designed GNSS and multi-constellation evaluation pipelines across city-scale datasets. Known for a theoretical bent toward algorithms and AGI while shipping practical systems, he balances rigorous research with deployable engineering for complex, real-world transport problems.
10 years of coding experience
12 years of employment as a software developer
Bachelor's Degree Systems Engineering, Bachelor's Degree Systems Engineering at Northwestern Polytechnical UniversityMaster's Degree Systems Engineering, Master's Degree Systems Engineering at South China University of TechnologyUNSW Sydney
Chinese, English, Japanese
Github Skills (5)
graph3
graph-neural-network3
gps2
inference1
roadrunner1
Programming languages (2)
Github contributions (5)
xxsang/western-philosophy
Jan 2022 - Jan 2023
Contributions:24 commits, 13 pushes, 1 branch in 11 months
xxsang/xxsang.github.io
Jan 2020 - Mar 2021
My Blog Site
Contributions:2 PRs, 5 pushes, 1 branch in 1 year 3 months
blog-sitemy-blogjekyll
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