Mahmoud Mabrouk
Co-Founder at Agenta
Berlin, Germany
Summary
🤩
Rockstar🎓
Top SchoolMahmoud Mabrouk is a founder and engineer with 13 years of experience building ML-driven products and developer tooling, currently co-founding Agenta, an open-source platform that accelerates production-grade LLM applications. He blends deep academic training (PhD-level research in computational biology and protein structure prediction) with hands-on full-stack work—contributing UI and CLI integrations to LLM workflow projects and shipping Gradio demos and shell tooling. At Agenta he focuses on the full LLMOps lifecycle: prompt engineering, deployment, evaluation and observability, helping teams move models from prototype to reliable services. Prior roles include founding ML engineer and startup accelerator residencies, giving him both product instincts and fundraising/program experience. Based in Berlin, he pairs HPC and research-grade modeling experience with pragmatic startup execution. An active open-source contributor, he has a track record of improving developer UX around LLMs beyond core model work.
12 years of coding experience
11 years of employment as a software developer
Doctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at Technische Universität BerlinExchange year Computer Science, Exchange year Computer Science at Shanghai Jiao Tong University
English, German, French, Arabic
Github Skills (7)
playwright10
gradio10
chatgpt10
python10
openai9
command-line-interface9
chatbot8
Programming languages (10)
Github contributions (5)
llm-workflow-engine/llm-workflow-engine
Dec 2022 - Mar 2023
Power CLI and Workflow manager for LLMs (core package)
Role in this project:
Full-stack Developer
Full-stack DeveloperContributions:14 reviews, 117 commits, 36 PRs in 3 months
Contributions summary:Mahmoud primarily worked on the `chatgpt_wrapper` package, adding features and improving the user interface. Their commits show the integration of command-line interaction for asking ChatGPT, and the addition of a Gradio-based demo. They also addressed issues with terminal output and added functionality to the shell. Additionally, the user made changes to the setup configuration file.
apipythonllmopenaigpt3
Agenta-AI/agenta
Jun 2023 - Mar 2025
The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM Observability all in one place.
Contributions:89 releases, 1069 reviews, 1071 PRs in 1 year 9 months
llm-as-a-judgellm-evaluationllm-frameworkllm-monitoringllm-observability
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