Daniel Holanda Noronha
Senior Machine Learning Engineer (Smts) @AMD
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WORK HISTORY
Senior Machine Learning Engineer (Smts) @AMD
Vancouver, BC, CA
Product-focused ML engineer designing LLM/VLM tools that significantly increase developer velocity. From prototype to production, my team and I are serious about quality, scalability, and shipping fast.I\'m a co-lead of the Lemonade project. You should try it!
EDUCATION
Rensselaer Polytechnic Institute
Exchange, Computer Engineering
The University of British Columbia
Doctor of Philosophy - PhD, Computer Engineering
Universidade Federal do Rio Grande do Norte
BSc and Msc Degree, Computer Engineering
Technische Universität Berlin
Exchange, Computer Engineering
SKILLS
ABOUT DANIEL HOLANDA NORONHA
I create tools that maximize ML Developer Velocity!• 8+ years of experience building and deploying NLP, vision, and agentic ML systems- including PhD in understanding and debugging ML.• Co-led the development of Groq’s flagship ML benchmarking platform, scaling evaluation across model families and hardware.• Designed and deployed LLM/VLM infrastructure at AMD to boost developer velocity, from prototype to production.• Deep expertise in LLM benchmarking, distillation, quantization, and performance optimization.• Creator of an open-source TensorFlow-to-accelerator framework with 600+ stars on GitHub. • Co-led the development of OpenAI-compatible LLM server (Lemonade), broadly used across AMD and industry partners.• Strong MLOps and automation skills.GitHub:https://github.com/danielholanda
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