Marwan Mashra

AI Founding Engineer at Lucis (YC X25)

Paris, Ile-de-France
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Summary

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Marwan Mashra is an AI founding engineer with 7 years of hands-on experience building production-grade RAG/LLM systems and deploying public-facing AI products across airports, museums, and government institutions. He launched Europe’s first airport AI Agent and led delivery of 14+ AI products—managing infrastructure, inference stacks, and a scalable RAG pipeline that processes 2k pages/hour on a 4x RTX 4090 cluster. Equally at home in research and product, he has driven R&D teams, defined roadmaps, and collaborated with domain experts (e.g., museum historians) to vet factual accuracy. His toolbox spans PyTorch, Transformers, vector DBs, Triton/TensorRT-LLM, Kubernetes and Azure, and he’s achieved measurable speedups in both training and inference across roles. Now based in Paris, he’s helping build European preventive healthcare AI infrastructure while retaining a pragmatic startup mindset and a knack for turning complex archival data into reliable, user-facing agents.
code7 years of coding experience
job3 years of employment as a software developer
bookBachelor Computer science, Bachelor Computer science at University of Montpellier
bookMSc Artificial intelligence, MSc Artificial intelligence at Université Paris-Saclay
languagesEnglish, French, Arabic
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Github Skills (5)

deep-q-learning7
deep-q-network5
tensorflow3
des1
image1

Programming languages (4)

C++JavaScriptHTMLPython

Github contributions (5)

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MarwanMashra/MarwanMashra

Feb 2021 - Dec 2022

Contributions:206 commits, 200 pushes, 1 branch in 1 year 10 months
Contributions:30 commits, 25 pushes, 1 branch in 4 months
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