Ye Ren
Staff Data Scientist
Singapore
Summary
👤
Senior🎓
Top SchoolYe Ren is a Staff Data Scientist based in Singapore with 10 years’ experience specializing in computer vision and time series forecasting across image, video and sensor domains. He has led applied R&D and production analytics at Illumina and held senior technical roles at Rolls‑Royce, bringing practical expertise in Halcon, C#, .NET, Python and statistical forecasting. His foundation in computational intelligence (PhD) and hands‑on work on autonomous systems, IoT sensor networks and renewable energy research give him a strong systems-to-algorithm perspective. Ye is comfortable taking models from prototyping to embedded and enterprise contexts, having integrated ML with ROS, MOOS‑IvP, microcontrollers and WPF-based tooling. Colleagues rely on him to bridge academic rigor and industrial constraints to deliver robust, production-ready perception and forecasting solutions. He often combines signal-level insights from sensor networks with vision-based features to improve operational forecasting in complex physical systems.
10 years of coding experience
4 years of employment as a software developer
Doctor of Philosophy (Ph.D.), computational intelligence, Doctor of Philosophy (Ph.D.), computational intelligence at Nanyang Technological UniversityMaster's Degree, Electrical and Electronics Engineering, Master's Degree, Electrical and Electronics Engineering at Nanyang Technological University Singapore
Chinese, English, French
Github Skills (11)
robot5
robotics4
figure4
ros4
bootstrap3
apply2
switch2
bootstrap-theme2
plotly1
plotly-dash1
dashboard1
Programming languages (1)
Github contributions (5)
ron1818/Project_Bixi
Jan 2017 - May 2017
Contributions:42 commits, 4 PRs, 30 pushes in 3 months
icarroboticsrosrobot
ron1818/Singaboat_RobotX2016
Sep 2016 - May 2020
Contributions:363 commits, 86 PRs, 331 pushes in 3 years 8 months
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