I Cheng
Data Scientist - Customer Relationship Management
Macao, Macau
Summary
👤
Senior🎓
Top SchoolI Cheng is a data-intensive science PhD candidate and co-founder with eight years’ experience applying machine learning to real-world and scientific problems. He combines space and plasma physics research—developing explainable ML and deep learning models to detect boundary crossings at Saturn—with industry experience deploying end-to-end ML lifecycles for customer analytics at Wynn Resorts Macau. Comfortable across production tooling (Kubeflow, KServe), feature engineering, and neural/XGBoost modeling, he also teaches research software engineering and tutors STEM subjects. His background spans academic simulation work, HPC scripting, and applied sustainability and public-sector ML projects, reflecting a rare blend of deep physical science intuition and production ML delivery.
8 years of coding experience
Master of Science - MS, Master of Science - MS at Imperial College LondonA levels: Physics, Chemistry, Maths, Further Maths, A levels: Physics, Chemistry, Maths, Further Maths at Carre's Grammar SchoolUniversity College London
English, Spanish, Chinese, Chinese
Github Skills (40)
chord9
mozart8
openai-clip8
music-information-retrieval7
jazz6
piano6
mms6
mir6
routines6
music5
computer-vision5
clip5
api5
octave5
matlab5
Programming languages (7)
Github contributions (5)
ikitcheng/ikitcheng.github.io
Jul 2021 - Dec 2024
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Contributions:51 pushes, 2 branches in 3 years 5 months
templategithub-pages-templatemmistakesmistakesjekyll
ikitcheng/chinamatt_youtube
Dec 2020 - Apr 2022
Contributions:5 commits, 4 pushes, 1 branch in 1 year 3 months
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