Mandar U
AI Lead at Salesfloor
Canada
Summary
👤
Senior🎓
Top SchoolMandar U is an AI Lead based in Canada with 11 years of experience building production-ready machine learning and optimization systems across retail, SaaS, and defense sectors. He has progressed from operations research and mixed-integer programming for scheduling and logistics to leading full-stack ML products leveraging NLP, computer vision, and real-time optimization. At Benefits Science and Rue Gilt Groupe he translated research-grade models into scalable SaaS features, and now heads AI initiatives at Salesfloor. His background in operations research (MS in Industrial Engineering) gives him a strong optimization-first perspective that informs practical model deployment and resource-constrained decisioning. Colleagues describe him as a hands-on leader who bridges research, engineering, and product to ship measurable business impact.
11 years of coding experience
10 years of employment as a software developer
BE Mechanical, BE Mechanical at Goa UniversitySelf Driving Car Engineer Autonomous Vehicles, Self Driving Car Engineer Autonomous Vehicles at UdacityMS Industrial Engineering (Operations Research), MS Industrial Engineering (Operations Research) at University at BuffaloDeep Learning, Deep Learning at coursera
Github Skills (200)
transformers10
xgboost10
fastapi10
language-model10
postgresql10
python10
json-schema10
web-application10
swagger10
deep-learning10
backend10
openapi10
flask10
portable10
letsencrypt10
Programming languages (11)
Github contributions (5)
aiquest/water-level
Nov 2016 - Dec 2018
Contributions:17 commits, 4 PRs, 3 pushes in 2 years
raspberry-pimonitorultrasonic-sensorraspberrysensor
mandarup/cheatsheet
Nov 2016 - Jan 2021
Contributions:49 pushes, 1 branch in 4 years 3 months
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