Wesley Goi
Senior Data Scientist
Singapore
Summary
👤
Senior🎓
Top SchoolWesley Goi is a Senior Data Scientist based in Singapore with 11 years of experience building production ML systems across e‑commerce, mobility, and consumer goods. He holds a PhD in Computational Biology from NUS and moved from genomics research into pragmatic ML work—specializing in dynamic pricing, recommendation and modelOps for large-scale platforms. Wesley has driven end-to-end MLOps and feature infrastructure at companies like Grab and Liftoff and now sets ML production standards and AI-driven product innovation at Barry Callebaut. He combines hands-on engineering (Kubernetes, Airflow, Terraform, GCP/AWS) with statistical rigor in pricing and propensity models, often automating retraining and drift observability. Notably, he’s transitioned from “data janitor” to “data chef,” shaping repeatable pipelines that turn messy real-world signals into deployable models. His background in metagenomics gives him a distinctive edge in handling noisy, high-dimensional data for robust decision systems.
12 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy - PhD Computational Biology, Doctor of Philosophy - PhD Computational Biology at National University of Singapore
English, Chinese, Japanese, German, French
Stackoverflow
1,245reputation
319kreached
9answers
16questions
Github Skills (200)
notebook10
kubeflow10
mlops10
snap10
pipeline10
icu10
kubeflow-pipelines10
kubernetes10
r-package10
jupyter10
data-science10
tensorboard10
microk8s10
jupyter-notebook10
google-kubernetes-engine10
Programming languages (15)
Github contributions (5)
etheleon/meteor
Dec 2016 - Sep 2024
Meteor, the JavaScript App Platform
Contributions:2 PRs, 1 branch in 7 years 10 months
app-platformmeteorjavascriptnodejsjavascript-app
etheleon/comments_toxicity
May 2019 - Sep 2024
Contributions:2 PRs, 2 pushes, 2 branches in 5 years 5 months
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