Ali Maleky
Senior Machine Learning Engineer at Instacart
Old Toronto, Ontario, Canada
Summary
👤
Senior🎓
Top SchoolAli Maleky is a Senior Machine Learning Engineer with a decade of experience building production-grade computer vision and multimodal ML systems, currently leading catalog understanding and AI-driven content efforts at Instacart. He blends deep research in unsupervised and generative models with hands-on engineering to deliver scalable pipelines—having led multiple 0→1 initiatives that achieved up to 42× cost reduction and 11× latency improvement. His background spans 3D reconstruction, neural image compression for space cameras, and computational photography, with deployments targeting both large-scale clusters and mobile devices. A Sharif-trained engineer with an MS from York, he excels at turning noisy real-world data into reliable signals via multi-stage routing, validation, and gating architectures. Notably, he pairs academic rigor with product impact, enabling ops and partner teams to independently run and scale complex ML workflows.
9 years of coding experience
5 years of employment as a software developer
Master of Science - MS, Computer Science, Master of Science - MS, Computer Science at York UniversityBachelor's degree, Computer Engineering, Bachelor's degree, Computer Engineering at Sharif University of Technology
Stackoverflow
1reputation
0reached
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Github Skills (14)
datasets7
compression6
machine-learning6
python5
tensorflow5
deep-learning4
neural-network3
numpy3
ml2
jax2
deep-neural-networks2
pytorch1
visualization1
gradient1
Programming languages (2)
Github contributions (5)
AliMaleky7997/AliMaleky7997.github.io
Jun 2016 - Sep 2024
Contributions:1 PR, 54 pushes, 6 branches in 8 years 5 months
YorkUCVIL/Noise2NoiseFlow
Mar 2022 - Nov 2022
Contributions:33 commits, 31 pushes, 2 branches in 7 months
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