Nate Lee
Senior Consultant, Machine Learning Engineer at Thoughtworks
Singapore
Summary
👤
Senior🎓
Top SchoolNate Lee is a Senior Consultant and Machine Learning Engineer with eight years of experience designing and shipping AI/ML pipelines, MLOps platforms, and edge-deployed computer vision systems. He has led end-to-end data-centric AI efforts at Dyson and built production recommender and marketing automation systems at Sephora, plus a RAG-based GenAI chatbot for Visa’s ops team. Comfortable across Python, C++, Go and cloud-native tooling (AWS, SageMaker, Terraform), he bridges research-grade deep learning (TensorFlow, PyTorch, Core ML) with pragmatic deployment on iOS and edge IPUs. Nate combines product-minded engineering—saving six-figure budgets and delivering measurable marketing revenue—with hands-on MLOps expertise (Airflow, MLflow, dbt, CI/CD). Based in Singapore, he balances a disciplined technical career with curiosity-driven learning and family life, and publishes technical articles and code on GitHub and Towards Data Science.
8 years of coding experience
8 years of employment as a software developer
Master of Science Computer Science, Master of Science Computer Science at Georgia Institute of TechnologyMaster of IT in Business Artificial Intelligence, Master of IT in Business Artificial Intelligence at Singapore Management UniversityLomonosov Moscow State University
Chinese, English, Russian, teochew
Github Skills (24)
labeling10
annotations10
imagenet10
semantic-segmentation10
object-detection10
computer-vision10
annotate10
image-classification9
bounding-box9
pytorch9
training-data9
image-annotation9
cvat9
scale9
deep-learning9
Programming languages (3)
Github contributions (5)
mylee16/dinosaur-cv
Mar 2022 - Nov 2022
Contributions:2 commits, 6 pushes, 1 branch in 8 months
mylee16/onemap-api
Jan 2019 - Mar 2020
Contributions:8 commits, 7 pushes, 1 branch in 1 year 1 month
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