Allie G
Senior Consultant at Zenika Singapore
Singapore
Summary
👤
Senior🎓
Top SchoolAllie G is a Senior AI & MLOps Engineer with 13 years in software and 7+ years focused on building scalable ML platforms and Generative AI infrastructure. Currently driving GenAI adoption at GIC through platform innovation at Zenika Singapore, she has repeatedly shortened ML go-live times—from months to a week—by delivering low-code tooling and robust CI/CD/Kubernetes configurations. Her hands-on expertise spans LangChain, Bedrock, Ollama, FastAPI, Temporal, Helm on EKS/Openshift, and hybrid AWS on-prem MLOps, enabling secure, production-grade deployments. She has product-owned hybrid retraining pipelines, led CI/CD practices, and scaled FastAPI endpoints to handle hundreds of daily calls, showing both operational rigor and developer empathy. After a 15-month creative sabbatical exploring watercolor art, she returned with renewed focus and a knack for translating research and experimentation into repeatable platform services. Based in Singapore, she pairs practical engineering with a poetic sensibility — “to see a world in a grain of sand” — that surfaces in thoughtful, user-centered platform design.
13 years of coding experience
5 years of employment as a software developer
Bsc(Hons) Computer Science with Artificial Intelligence Computer Science, Bsc(Hons) Computer Science with Artificial Intelligence Computer Science at University of Nottingham
English, Bahasa Malaysia, Chinese
Github Skills (48)
opencv10
python10
image-processing10
deep-learning10
computer-vision10
geometry9
render9
deploying9
cluster-computing9
geometry-processing9
amazon9
huggingface9
cpp8
spotify8
aws8
Programming languages (6)
Github contributions (5)
Adamwgoh/mlops_deploy
Sep 2023 - Oct 2023
A mlops deploy build for checking for approved sagemaker model and deploy them to endpoints
Contributions:2 releases, 4 reviews, 17 PRs in 19 days
xs2maverick/Laura
Oct 2013 - Apr 2014
Contributions:33 commits in 5 months
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