Gundeep Singh
Applied Scientist - NLP at Dialpad
Vancouver, British Columbia, Canada
Summary
👤
Senior🎓
Top SchoolGundeep Singh is an Applied Scientist specializing in NLP with over a decade of experience building production ML systems, leading engineering teams, and shipping full-stack products. Currently at Dialpad he designs and trains multi-agent LLMs with domain-specific tool access, synthetic data pipelines, and model quantization/deployment workflows. His background spans ML Ops and inference engineering—having migrated services to Triton, optimized throughput by 500x, and deployed Mixtral, Nemo MT and multilingual detectors in production. He combines hands-on model research (multimodal LLMs, live voice agents) with product instincts from earlier roles as a PM and CTO, enabling pragmatic end-to-end solutions. Gundeep also teaches ML topics (guest lectures at University of Calgary) and has a history of building developer tooling and open-source plugins, reflecting a blend of academic curiosity and delivery-focused engineering.
11 years of coding experience
9 years of employment as a software developer
Diploma of Education, Project Management, Diploma of Education, Project Management at Conestoga CollegeBachelor of Engineering (B.E.), Computer Science, Bachelor of Engineering (B.E.), Computer Science at Delhi College of Engineering
English, French
Github Skills (75)
txt9
crawler9
npm9
expansion9
editing9
javascript8
compression8
npm-package8
scrapy8
numeric8
scraper8
mixture-of-experts8
classifier7
gpu7
optimization7
Programming languages (6)
Github contributions (5)
gndps/gndps.github.io
Jul 2015 - Apr 2024
Contributions:26 pushes in 8 years 9 months
gndps/palette-replace
Jun 2020 - Jan 2022
Sketch Plugin for replacing color palette in an artboard
Contributions:2 PRs, 3 pushes, 1 branch in 1 year 6 months
artboardsketchapppalettesketch-appsketch
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