Sunil Mucesh
Machine Learning Scientist at Tripadvisor
Stony Stratford, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolSunil Mucesh is a Machine Learning Scientist with eight years' experience bridging academic rigor and product-focused ML, currently applied at Tripadvisor. He holds a PhD in Astrophysics and Machine Learning from UCL and has a track record of research-to-production work, from developing VAEMs for mixed-type generative modeling at Faculty to deploying classification and causal-inference analyses that informed content and subscription strategy at The Economist. Sunil’s strengths are causal inference, uncertainty quantification, and adapting probabilistic models (notably VAEs) to real-world, heterogeneous datasets, improving performance and integration into internal ML libraries. Comfortable moving between research and engineering, he also has domain experience in remote sensing and anomaly detection from an Earth observation internship, reflecting a knack for extracting signals from noisy, high-dimensional data. Based in Stony Stratford, UK, he combines deep technical depth with practical deployment experience across industry and academia.
8 years of coding experience
1 year of employment as a software developer
Villiers High SchoolUniversity College LondonUxbridge CollegeRegent CollegePhysics with Astrophysics MPhys, Physics, First Class Honours, Physics with Astrophysics MPhys, Physics, First Class Honours at University of Leicester
English, Japanese, Hindi, Gujarati
Github Skills (4)
algorithm6
random-forest5
python4
machine-learning4
Programming languages (1)
Github contributions (5)
smucesh/galpro
Jun 2020 - Mar 2022
Galpro is a novel Python machine learning code based on the Random Forest algorithm for estimating multivariate posterior probability distributions of galaxy properties (e.g. redshift, stellar mass, star formation rate, metallicity).
Contributions:68 commits, 67 pushes, 2 branches in 1 year 9 months
machine-learningpythonrandom-forest
smucesh/LearningPython
Sep 2018 - Sep 2018
Contributions:11 pushes, 1 branch in 1 day
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