Roberto Cervantes
Founder at SofiaHR
Monterrey, Nuevo León, Mexico
Summary
👤
Senior🎓
Top SchoolRoberto Cervantes is a founder and software engineer with 11 years of experience building NLP-driven customer experiences, full-stack applications, and embedded systems that automate workflows. He combines research-grade work in semiconductor process modeling—compressing physics-heavy models for hardware accelerators—with practical product delivery across chatbots, fleet and production monitoring platforms, and decentralized traffic control. Currently pursuing an M.S. in Electrical Engineering in Monterrey, he splits his time between founding Monterrey Nanoscale and Numerical Works, teaching computer science courses, and shipping cloud-hosted Rasa chatbots for HR clients. Notably, he engineered a semantical search engine using HNSW graphs and embeddings that demonstrated one-shot learning and fast lookups, and has implemented real-time control algorithms on Jetson-class hardware. This blend of academic rigor, embedded optimization, and full-stack productization makes him adept at turning complex models into deployable systems.
11 years of coding experience
1 year of employment as a software developer
High School Diploma, International Baccalaureate, High School Diploma, International Baccalaureate at International BaccalaureateMaster of Science - MS, Electrical Engineering, Master of Science - MS, Electrical Engineering at Universidad Autónoma de Nuevo León
English, Spanish, French
Github Skills (60)
javascript10
python10
electron10
lmdb10
css10
v810
flask-application10
chrome10
html10
hnswlib10
nodejs10
glove10
natural-language-understanding9
json9
verilog9
Programming languages (8)
Github contributions (5)
rtrevinnoc/FUTURE
May 2020 - Jul 2022
A private, free, open-source search engine built on a P2P network
Contributions:346 commits, 350 pushes, 1 branch in 2 years 2 months
p2psearch-enginecss3flaskflask-application
rtrevinnoc/fruit
Jul 2022 - Aug 2024
Contributions:27 pushes, 2 branches in 2 years 1 month
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