SergioP3rez
Research Scientist
Summary
👤
SeniorSergio Perez is an AI Solution Architect with 10 years of experience building math-driven, GPU-accelerated AI systems across academia and industry, currently translating NVIDIA’s hardware advances into production-ready solutions for researchers and enterprises. He combines a PhD in data-driven fluid dynamics from Imperial College London with hands-on ML engineering at Graphcore and Amazon, optimizing LLMs, vision models and GNNs for novel accelerators and multi-device clusters. Sergio specializes in model compression and precision strategies (FP8, NVFP4), throughput optimization, and end-to-end proof-of-concept delivery that bridges research performance gains to real-world deployments. His background in high-performance scientific computing and teaching (including Coursera courses with 15K+ students) gives him a rare blend of deep numerical methods expertise and practical developer-facing communication. Colleagues rely on him not only for technical strategy but also for making complex HPC and ML tooling accessible to cross-disciplinary teams.
10 years of coding experience
Github Skills (18)
google-search9
google7
searching7
steganalysis7
webscraping6
python6
database5
steganography5
sherlock5
ctf3
web-platform2
javascript2
react2
typescript1
parser1
Programming languages (4)
Github contributions (5)
SergioP3rez/sergiop3rez.github.io
Feb 2019 - Aug 2020
Contributions:3 PRs, 62 pushes, 1 branch in 1 year 6 months
SergioP3rez/MOCD_ASOC_Code
Jun 2021 - Aug 2021
Contributions:20 commits, 15 pushes, 1 branch in 2 months
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