David Gilbertson
Founder at Smart Review Co
Sydney, New South Wales, Australia
Summary
👤
Senior🎓
Top SchoolDavid Gilbertson is a Sydney-based technologist and founder with 12 years of professional experience building user-facing web applications and interfaces for companies from eBay and Qantas to startups. He combines deep front-end engineering chops with practical data science and Python machine learning know-how, regularly applying ML and deep learning to solve complex problems. As founder of Smart Review Co, he blends product-focused development with hands-on delivery, and his long history of senior frontend roles shows a track record of shipping polished, user-centric experiences. An active technical writer in major OSS projects like scikit-learn, matplotlib, and CPython, he improves accessibility and clarity of core Python tooling documentation—a detail that underscores his commitment to developer experience as well as code.
12 years of coding experience
6 years of employment as a software developer
Pennant Hills High School
Stackoverflow
4,557reputation
1.5mreached
149answers
22questions
debugging
top-5%
react-redux
top-5%
javascript
top-5%
Github Skills (26)
data-visualizations10
python10
matplotlib10
scikit10
data-visualisation10
plot10
scikit-learn10
data-visualization10
documentation10
react-redux9
javascript9
nextjs9
debugging9
react9
data-analysis8
Programming languages (20)
Github contributions (5)
scikit-learn/scikit-learn
May 2022 - Sep 2022
scikit-learn: machine learning in Python
Role in this project:
Technical Writer
Technical WriterContributions:35 commits, 16 PRs, 3 comments in 4 months
Contributions summary:David's contributions are primarily focused on documentation improvements within the scikit-learn project. Their commits fix typos, grammar errors, and broken links across various documentation pages, including tutorials, model documentation, and example visualizations. The user has improved the clarity and accuracy of the documentation, ensuring that the information is more accessible and understandable for users. These changes contribute to the overall quality and usability of the scikit-learn library.
data-analysispythonstatisticsdata-sciencelearn-machine-learning
python/cpython
Dec 2021 - Mar 2022
The Python programming language
Role in this project:Technical Writer
Technical WriterContributions:7 PRs in 2 months
Contributions summary:David primarily contributed to the Python documentation within the cpython repository. Their commits focused on fixing typos, updating outdated links and references, and improving clarity in the documentation, particularly related to `__main__`, `importlib`, and XML handling. The user's changes aimed to enhance the accuracy and usability of the Python documentation for developers. They also updated string formatting examples.
python-programmingprogramming-languagepythonpython-programming-language
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