Sachin Abeywardana
Machine Learning Engineer at Canva
Sydney, New South Wales, Australia
Summary
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RockstarSachin Abeywardana is a Machine Learning Engineer based in Sydney with a PhD in Machine Learning and 14 years of experience applying deep learning to production systems at Canva. He blends research rigor with production instincts, shipping robust models and pipelines that move prototypes into scalable services. An active open-source contributor, he has authored educational deep learning notebooks and added practical implementations of regularized regression to deepschool.io, reflecting a focus on interpretable, well-validated techniques. Known for bridging complex theory and pragmatic engineering, Sachin brings strong quantitative expertise plus a track record of making advanced ML accessible to practitioners.
14 years of coding experience
Stackoverflow
9,853reputation
867kreached
23answers
138questions
Github Skills (14)
jupyter-notebook10
machine-learning10
python10
linear-regression10
keras9
pytorch6
pandas6
sklearn-pandas6
cosine-similarity6
kmeans6
shuffle6
dataframe6
numpy6
scikit-learn6
Programming languages (13)
Github contributions (5)
sachinruk/deepschool.io
Dec 2016 - Oct 2021
Deep Learning tutorials in jupyter notebooks.
Role in this project:
Data Scientist
Data ScientistContributions:145 commits, 12 PRs, 129 pushes in 4 years 11 months
Contributions summary:Sachin's commits primarily focused on adding and refining regularized regression techniques. Their contributions involved integrating these techniques into the project, with specific code modifications to implement the necessary functionalities. Further, the user added new tutorial content to the project, explaining the usage of penalized regression.
pytorchpythondeep-learningjupyter-notebookmachine-learning
sachinruk/Dockerfiles
Jun 2017 - Aug 2020
Contributions:77 commits, 1 PR, 82 pushes in 3 years 3 months
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