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Software engineer specializing in AI workflow automation and Large Language Models. With a decade of fullstack development behind me and recent intensive work in LLMs, RAG, and agentic frameworks, I bridge the gap between cutting-edge AI research and reliable implementation. I build AI solutions that actually work at scale.…

Serge Brun

AI Engineer, Data Scientist, Full Stack Developer

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Software engineer specializing in AI workflow automation and Large Language Models. With a decade of fullstack development behind me and recent intensive work in LLMs, RAG, and agentic frameworks, I bridge the gap between cutting-edge AI research and reliable implementation. I build AI solutions that actually work at scale.…

Available to hire

Software engineer specializing in AI workflow automation and Large Language Models. With a decade of fullstack development behind me and recent intensive work in LLMs, RAG, and agentic frameworks, I bridge the gap between cutting-edge AI research and reliable implementation. I build AI solutions that actually work at scale.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

German

Fluent

English

Advanced

French

Intermediate

Work Experience

AI Research & Development at Independent Research & Development (Freelance)

December 1, 2023 - Present

Conducted research and development in AI focusing on large language models, retrieval-augmented generation, and agent frameworks; bridged cutting-edge research with practical engineering solutions and prototype implementations.

Web Development Engineer at CRB, Zürich

December 1, 2012 - May 1, 2017

Developed large-scale web applications serving thousands of concurrent users; implemented feature enhancements, performance optimizations, CI/CD pipelines; collaborated with cross-functional teams to deliver robust software.

Data Analysis Specialist at Freelance / Independent

February 1, 2018 - August 1, 2001

Conducted independent data analysis projects for various clients, developing custom analytical solutions; applied machine learning techniques to solve business problems and built data processing pipelines with automated reporting.

Fullstack Developer at Swiss TXT, Biel

November 1, 2018 - November 1, 2023

Collaborated on R&D projects combining traditional software engineering with emerging AI technologies. Designed and implemented autonomous AI workflow systems capable of multi-agent coordination and decision-making. Implemented agent coordination protocols for distributed problem-solving scenarios.

Frontend Development at Statistics of Zurich, Zurich

February 1, 2018 - August 1, 2018

Collaboration on the transition of statistical yearbook from print to interactive digital platform Implemented data visualizations using D3.js for complex statistical data Technical Stack: React, TypeScript, Next.js, D3.js Collaborated with data team to optimize data presentation