Isaac Huang - Senior Data Scientist

Isaac Huang

Senior Data Scientist

Greater Perth Area Australia

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Summary

🤩

Rockstar

🎓

Top School

Isaac Huang is a Senior Data Scientist with 14 years of technical and cross-sector experience spanning Australia and Taiwan, currently driving applied ML and AI initiatives in Greater Perth. He combines proven strengths in speech and image recognition, model fine-tuning, and real-time GenAI prototypes—having delivered production-ready OCR and transcription systems that cut model size dramatically while preserving high accuracy. Isaac moves comfortably across the stack, contributing to open-source projects from native Node.js bindings to front-end UX tweaks and internationalisation, reflecting a pragmatic balance of low-level engineering and user-facing polish. His work in healthcare and government highlights an emphasis on privacy-preserving data linkage, synthetic test datasets, and clinician-focused tooling that turns research into time-saving operational systems. Colleagues describe him as analytically rigorous with an inventive mindset and a knack for translating complex models into tangible workflows.

14 years of coding experience

4 years of employment as a software developer

Master's degree, IT & Data Science, Master's degree, IT & Data Science at The University of Western Australia

Master's degree, Data Science & Machine Learning, Master's degree, Data Science & Machine Learning at National Taiwan University of Science and Technology

Bachelor of Science - BS, Applied Mathematics, Bachelor of Science - BS, Applied Mathematics at National Chung Hsing University

Chinese, English

Github Skills (18)

javascript10

c-language10

webworker10

responsive-design10

internationalization10

localization10

pugjs10

pug10

html10

nodejs10

cprogramming-language10

angular10

multithreading9

semantic-ui9

front-end-development8

Programming languages (20)

C++CSSRustCPugWebAssemblyVueHTML

Github contributions (5)

sandstorm-io/sandstorm

Aug 2017 - Oct 2017

Sandstorm is a self-hostable web productivity suite. It's implemented as a security-hardened web app package manager.

Role in this project:

Full-stack Developer

Contributions:89 commits, 15 comments in 2 months

Contributions summary:Isaac's contributions primarily involve localizing the Sandstorm web productivity suite. The commits replaced numerous hardcoded strings within the application's HTML templates, specifically related to the user interface and user-facing messages. This work spans various sections of the application, including grain management, account settings, and administrative panels, suggesting a broad impact on the application's internationalization support. The changes aim to prepare the application for translation into multiple languages.

hardenedcapnprotoproductivityseccompself-hosting

hackfoldr/hackfoldr

Apr 2014 - Aug 2014

organize gdoc and hackpad for hackathons

Role in this project:

Front-end Developer

Contributions:24 commits in 4 months

Contributions summary:Isaac primarily focused on front-end development within the hackfoldr repository. They implemented and modified user interface elements, specifically working with Jade (Pug) templates and integrating Angular components. Their contributions included adding responsive design elements, fixing navigation bar issues, and improving the overall look and feel of the interface, using Semantic UI framework.

organizehackpad

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