Justin Giancola

Senior Software Engineer at Modem

Old Toronto, Ontario, Canada
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Summary

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Justin Giancola is a senior software engineer with 17 years of experience focused on stabilizing and simplifying complex, high-risk systems so they become more capable and maintainable. He has led engineering work across startups and scale-ups—building a payments backbone and one of the world’s largest digital coaching platforms at Precision Nutrition, founding the core AI-driven food estimation system at Alma, and now driving engineering at Modem. Justin blends front-end craftsmanship (notably contributions to the Ember.js framework) with backend reliability, distributed billing, and multi-model AI orchestration for real-time, multimodal inference. He favors the parts of systems others avoid and excels at turning ambiguity into auditable, production-ready processes. Based in Old Toronto with an Hon. BSc in Mathematics from the University of Toronto, he pairs rigorous analytical thinking with pragmatic engineering. A detail that often surprises colleagues: he routinely balances deep technical design with hands-on testing and evaluation frameworks to keep fast-moving AI systems both accurate and performant.
code17 years of coding experience
job17 years of employment as a software developer
bookHon. BSc. Mathematics, Hon. BSc. Mathematics at University of Toronto
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Stackoverflow

Stats
320reputation
20kreached
9answers
2questions
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Github Skills (12)

emberjs10
javascript10
testing10
front-end-development9
handlebars9
javascript-framework8
ember-data6
shell6
linux6
bash6
controller6
web-crawler6

Programming languages (12)

TypeScriptMDXCoffeeScriptRustJavaScriptHTMLVim scriptErlang

Github contributions (5)

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emberjs/ember.js

Jun 2011 - Jan 2013

Ember.js - A JavaScript framework for creating ambitious web applications
Role in this project:
userFront-end Developer
Contributions:6 commits, 4 comments in 1 year 6 months
Contributions summary:Justin primarily contributed to the Ember.js framework, focusing on improving its collection helper and related components. They addressed issues around `itemViewClass` functionality, enabling it to be set for collections, and wrote tests to validate these changes. Additionally, the user fixed a bug in `ArrayProxy` and refactored sortable mixins. The commits demonstrate a focus on component structure, functionality, and testing within the Ember.js ecosystem.
emberjsjavascript-frameworkemberjavascript
Contributions:6 pushes, 1 branch in 4 years 3 months
rendererrubymobiledochtml-renderer
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