Aaron Zolnai-lucas
Lead Data Scientist
London, England, United Kingdom
Summary
🤩
Rockstar🎓
Top SchoolAaron Zolnai-lucas is a Lead Data Scientist based in London with seven years of experience applying graph machine learning and network science to high-impact financial crime and fraud detection projects. At Quantexa he drives graph innovation, architecting scalable solutions and a network analytics engine that brings deep learning to knowledge graphs with billions of nodes. A hands-on Python and Scala developer with strong Spark pipeline expertise, he translates state-of-the-art research in Graph Neural Networks into production systems for major banks and government clients. He is also an active open-source contributor to NetworkX, having implemented algorithms like Weisfeiler–Lehman subgraph hashing and improved bipartite graph tooling and test automation. His background in mathematics (MMath, University of Warwick) underpins a research-driven but pragmatic approach to complex, data-intensive problems.
7 years of coding experience
4 years of employment as a software developer
Watford Grammar School for BoysMMath (Masters), MMath (Masters) at University of Warwick
Hungarian, English, French
Stackoverflow
207reputation
6kreached
16answers
0questions
Github Skills (13)
graph-algorithms10
python10
graph-theory10
complex-networks9
graph-analysis9
pytest7
nested6
pandas6
floor6
nested-loops6
forloop6
ceil6
binary-tree6
Programming languages (5)
Github contributions (5)
networkx/networkx
Sep 2021 - May 2022
Network Analysis in Python
Role in this project:
Back-end Developer / Test Automation Engineer
Back-end Developer / Test Automation EngineerContributions:47 reviews, 2 commits, 11 PRs in 7 months
Contributions summary:Aaron primarily contributed to the development and testing of the `networkx` library. Their work involved implementing new features such as "weisfeiler lehman subgraph hashing", and fixing bugs within the bipartite graph algorithms. The user also improved documentation and fixed warnings to ensure code quality. The commits demonstrate expertise in graph algorithms and testing methodologies.
graph-analysispythoncomplex-networksgraph-theorygraph-visualization
aaronzo/networkx
May 2021 - Apr 2024
Network Analysis in Python
Contributions:1 PR, 71 pushes, 17 branches in 2 years 10 months
pythonanalysisnetwork-visualizationnetwork-monitoringnapalm
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