Billy Fung
ML Engineer at Hectre - Orchard Management Software
Auckland, Auckland, New Zealand
Summary
👤
Senior🎓
Top SchoolBilly Fung is an ML Engineer with 11 years of experience building end-to-end data products, from embedded prototypes to production machine learning pipelines. Trained in Engineering Physics (mechatronics) at UBC, he blends hardware prototyping skills—having co-founded a startup that built gesture-controlled bicycle turn signals—with production ML and MLOps expertise in AWS/GCP. He leads computer vision work at Hectre to scale fruit sizing models, and has previously architected NLP and deployment pipelines using KFP, Vertex AI and SageMaker. As an independent consultant he delivers tailored Python/R analytics, Flask web apps and interactive d3.js dashboards tied to PostgreSQL-backed data platforms. He also has four years of focused experience in New Zealand electricity markets, applying optimisation and FTR portfolio modelling to extract actionable trading insights. Comfortable across the full stack and lifecycle, he combines mathematical rigor with a maker’s curiosity to turn messy data and hardware constraints into practical products.
11 years of coding experience
9 years of employment as a software developer
Engineering, Engineering Physics, Engineering, Engineering Physics at The University of British Columbia
English, Chinese
Stackoverflow
23reputation
2kreached
0answers
1question
Github Skills (26)
python9
crawling9
desktop-application9
crawler9
scrapy9
r-package7
nodejs7
windows7
linux7
macos6
gnu6
flask6
sqlalchemy6
bash6
unix6
Programming languages (8)
Github contributions (5)
billyfung/billyfung.github.io
Jan 2015 - Sep 2017
Contributions:95 pushes in 2 years 8 months
billyfung/node-beginner
Feb 2016 - Feb 2016
Contributions:35 commits, 30 pushes, 1 branch in 5 days
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