Justine Gehring
Head Of AI Business Line at Gologic Inc.
Canada
Summary
🤩
Rockstar🎓
Top SchoolJustine Gehring is a Head of AI Business Line and machine learning engineer who builds AI-driven developer tools that automate large-scale code refactoring, migrations, and infrastructure monitoring. With a McGill/Mila background in ML4Code and graph neural networks, she translates research on sparse-data and library-specific code generation into practical, enterprise-grade automation at Gologic and previously Moderne. She co-authored an O’Reilly book on mass-scale code refactoring and a paper exposing version-switching limits of code models, and regularly presents industry-facing demos and talks on productionizing AI for code. Known for marrying deterministic engineering with generative approaches, she focuses on reducing manual effort while preserving human oversight in automated code changes. Based in Montreal, she combines research rigor with product delivery across multi-repo, high-impact refactoring projects.
4 years of coding experience
6 years of employment as a software developer
Computer Science, Computer Science at McGill UniversityCegep, Business, Cegep, Business at Dawson CollegeMaster's degree, Machine learning, Master's degree, Machine learning at McGill University / Mila
Github Skills (26)
mass10
code-search10
abstract-syntax-tree10
java10
refactoring10
python9
migrate9
nlp9
openrewrite9
speech-recognition8
deep-learning8
natural-language-processing8
machine-learning8
pytorch8
testing7
Programming languages (5)
Github contributions (5)
moderneinc/rewrite-ai-search
Aug 2023 - Sep 2024
Interactions with language models to perform search and impact analysis.
Contributions:3 reviews, 149 PRs, 214 pushes in 1 year 1 month
justine-gehring/justine-gehring.github.io
Sep 2022 - Jun 2023
Build a Jekyll blog in minutes, without touching the command line.
Contributions:57 pushes in 8 months
jekyll-blogjekylljekyll-thememinutes
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