Gary Goh
Data Scientist
Singapore
Summary
👤
Senior🎓
Top SchoolGary Goh is a data scientist with 10 years of cross-domain experience applying deep learning and large-scale data engineering to production problems across healthcare, gaming, IoT, and supply chain. Currently at WhiteCoat Global, he builds and productionalizes GenAI (LLMs, RAG, fine-tuning) and vision-powered OCR pipelines, while maintaining Databricks pipelines and MLflow-deployed agent models to improve clinical workflows and doctor efficiency. Previously at Sea he scaled recommendation systems on Spark for millions of daily samples, improving engagement metrics by substantial margins, and earlier roles combined optimization, forecasting and full-stack delivery for manufacturing and logistics. He pairs rigorous academic training (MEng Research, SUTD; BEng, NUS) with hands-on engineering—writing AppScript automation, AWS Lambdas, and embedded Unix software—to move research into reliable production. Notably, he validated a 500+ table database migration and built internal evaluation datasets to keep ML systems measurable in live environments.
10 years of coding experience
5 years of employment as a software developer
Master of Engineering (Research) Computer Science, Master of Engineering (Research) Computer Science at Singapore University of Technology and Design (SUTD)Bachelor of Engineering Industrial and Systems Engineering, Bachelor of Engineering Industrial and Systems Engineering at National University of Singapore
English, Chinese
Stackoverflow
244reputation
7kreached
11answers
0questions
Github Skills (21)
exploratory-data-analysis9
data-analysis8
python8
pandas8
aws-iot8
data-structure8
data-science8
data-structures7
nlp6
spacy6
scikit-learn6
natural-language-processing6
nltk6
loops6
scrape6
Programming languages (1)
Github contributions (5)
garygsw/twitter-crowd-flow-prediction
Nov 2017 - Mar 2018
Contributions:77 commits in 4 months
garygsw/smooth-taylor
Apr 2020 - Sep 2021
Contributions:16 commits, 9 pushes, 1 branch in 1 year 4 months
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