Pablo Serrano
Senior Software Engineer at Independent Research
Uruguay
Summary
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Senior🎓
Top SchoolPablo Serrano is a senior software engineer and university professor with 15+ years designing regulated medical device software under IEC 62304 and FDA constraints, where defensive coding, audit traceability, and cryptographic architectures for air-gapped systems are non-negotiable. He combines hands-on C#/.NET expertise with Python, PostgreSQL, and full‑stack skills (React, Node.js, Flutter) and has led vulnerability remediation, risk management (ISO 14971), and compliance-driven architecture changes in production devices. Since 2024 he conducts independent research deploying and benchmarking open-source LLMs on consumer GPUs (RTX 5070 Ti, 16GB VRAM) using Ollama and Open WebUI, systematically measuring code-generation quality and inference performance across languages including Haskell—a language he’s actively studying. That dual focus on highly regulated embedded systems and practical LLM deployment gives him a rare lens on how AI/ML can be safely integrated into medical software lifecycles. He also builds consumer-facing Flutter apps and maintains a home IoT lab, reflecting a pragmatic approach to edge deployment and platform constraints. Outside work he pursues photography, board games, and family time, blending technical rigor with creative and community interests.
9 years of coding experience
11 years of employment as a software developer
IT, IT at Universidad ORT UruguayProficiency in English (Instituto Cultural Anglo-Uruguayo), Lenguaje Ingles, Proficiency in English (Instituto Cultural Anglo-Uruguayo), Lenguaje Ingles at ANGLOUniversidad de la RepúblicaPython, Programación informática, aplicaciones específicas, Python, Programación informática, aplicaciones específicas at Coderhouse
EnglishGithub contributions (5)
abstracta/relytest
Jun 2016 - Nov 2016
Contributions:116 commits, 95 pushes, 40 branches in 4 months
sanchezmiguel/ReactJs54120
Apr 2024 - May 2024
Contributions:133 pushes, 3 branches, 1 tag in 1 month
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