Admond Lee
Founder at Admond Lee
Singapore
Summary
👤
Senior🎓
Top SchoolAdmond Lee is a physicist-turned-data scientist and serial founder with eight years of experience building data products, teaching data science, and scaling startups across Southeast Asia. He founded The Runway Ventures to distill lessons from startup failures into a weekly newsletter that translates hard-won mistakes into actionable playbooks for founders. His track record includes a failed incubated fintech startup (Staq) and an acquired influencer-marketing product (Leadgram) while serving as CTO at X10 Media, plus hands-on machine learning work at Micron and CERN. A prolific educator and writer, he’s delivered corporate training to major institutions and contributed to outlets like Towards Data Science and KDnuggets. Admond blends product intuition, data expertise, and public-facing storytelling to help founders avoid predictable pitfalls—a perspective forged by building, failing, reflecting, and ultimately exiting. He’s based in Singapore and is an avid Python and ML practitioner who still codes and launches experimental products like chatted.ai.
8 years of coding experience
6 years of employment as a software developer
Bachelor of Science (Hons): Physics and Applied Physics, Physics, Bachelor of Science (Hons): Physics and Applied Physics, Physics at Nanyang Technological University
Chinese, Malay, English, Chinese
Stackoverflow
61reputation
27kreached
1answer
1question
Github Skills (12)
linkedin-api7
scraper6
npm6
linkedin6
nodejs6
driver6
proxy6
tensorflow6
user-data6
chrome5
firefox4
crawler4
Programming languages (2)
Github contributions (5)
admond1994/E-Commerce-Data-EDA
Sep 2018 - Jan 2019
Contributions:9 commits, 5 pushes, 1 branch in 4 months
admond1994/Poisson-Superfish-Analysis
Jan 2018 - Jan 2018
Contributions:14 commits, 12 pushes, 3 branches in 1 day
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