Available to hire
AI expert with 6+ years in applied ML (NLP, generative models, agent-based systems, LLM, statistics) and a proven track record delivering AI solutions in academia and industry. Experienced at leveraging HPC and scalable cloud architectures for real-world AI and ML solutions.
Language
French
Fluent
English
Fluent
Polish
Fluent
Work Experience
Machine Learning Engineer at CEA Cadarache
January 1, 2024 - January 1, 2024Designed and implemented the PULSE software on the Joliot-Curie HPC supercomputer to manage large-scale data flows for an Inverse Variational Autoencoder applied to nuclear fuel modeling. Achieved computational time reductions by several orders of magnitude with 96.5% accuracy, enabling first-of-a-kind property calculations.
Machine Learning Engineer at CEA Cadarache – Saint-Paul-lès-Durance, France
January 1, 2024 - January 1, 2024Designed and implemented the PULSE software on the Joliot-Curie HPC supercomputer to manage large-scale data flows for an inverse variational autoencoder applied to nuclear fuel modeling. Achieved computational time reductions by several orders of magnitude with 96.5% accuracy, enabling first-of-a-kind property calculations.
AI Engineer / Technical Lead at Stealth Startup
January 1, 2024 - November 5, 2025Led early-stage design of a manufacturing AI platform using a central LLM with retrieval-augmented generation (RAG) to coordinate deep learning agents via shared tokenization strategies. Drove architecture, research direction, and scalable inference planning.
Oracle APEX developer at Pretius Software
January 1, 2019 - January 1, 2019Designed and maintained large-scale Oracle APEX database applications supporting thousands of users in nationwide sales and distribution operations. Focused on efficient data flow optimization, reducing processing time by over 98% and significantly boosting sales team productivity.
Oracle APEX developer at Pretius Software – Warsaw, Poland
January 1, 2019 - January 1, 2019Designed and maintained large-scale Oracle APEX database applications supporting thousands of users in nationwide sales and distribution operations. Focused on efficient data flow optimization, reducing processing time by over 98% and significantly boosting sales team productivity.
Education
PhD in Theoretical and Mathematical Physics at Aix-Marseille University – Marseille, France
January 11, 2030 - November 5, 2025Micro Master in Data Science at MITx
January 11, 2030 - November 5, 2025MSc in Microelectronics, Photonics, and Nanotechnologies at Warsaw University of Technology – Warsaw, Poland
January 11, 2030 - November 5, 2025BSc in Electronics and Computer Engineering at Warsaw University of Technology – Warsaw, Poland
January 11, 2030 - November 5, 2025PhD in Theoretical and Mathematical Physics at Aix-Marseille University
January 11, 2030 - November 5, 2025Micro Master in Data Science at MITx
January 11, 2030 - November 5, 2025MSc in Microelectronics, Photonics, and Nanotechnologies at Warsaw University of Technology
January 11, 2030 - November 5, 2025BSc in Electronics and Computer Engineering at Warsaw University of Technology
January 11, 2030 - November 5, 2025Qualifications
Industry Experience
Manufacturing, Software & Internet, Education, Energy & Utilities, Professional Services, Computers & Electronics
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