About Sofiane
English
Native or bilingual
French
Native or bilingual
Italian
Conversational
Experience
- BespokeAICTO & Founder in ResidenceAUTOMOBILEJuly 2025 - Today (11 months)Paris, FranceEntrepreneurs First is a global investor specializing in supporting tech talent before team formation, backed by founder-investors including Reid Hoffman (LinkedIn), Demis Hassabis (Google DeepMind), and John Collison (Stripe).• Development of Bespoke AI, a generative text-to-CAD and image-to-CAD technology that significantly accelerates the design process on Solidworks and Rhino.• Design of a complete 3D generation pipeline, including segmentation and decomposition algorithms giving users full control over their models.• Selected to join Dassault's Startup Program for Solidworks.• Engaged with hundreds of 3D CAD artists and Creative Directors to drive product development and align the roadmap with user needs and workflows.
- Oliphant FusionCTO & FounderAVIATION AND AEROSPACESeptember 2023 - April 2025 (1 year and 7 months)Paris, France• Developed a multi-machine disruption prediction model based on Variational Autoencoders (VAE), leveraging nuclear fusion data.• Created a RAG-LLM system dedicated to aggregating public knowledge on nuclear fusion.• Collaborated as a partner researcher at General Atomics DIII-D National Laboratory in San Diego, California.• Raised €90,000 from public and private funders as a promising deep tech company.• Finalist team at the AI Hackathon 2024 organized by Crusoe, LowerCarbon Capital, and OpenAI in San Francisco (June 2024).
- Bpifrance (French Gov.),Senior Investment Manager - Private Equity & VC FundsBANKING AND INSURANCESeptember 2019 - January 2023 (3 years and 4 months)Paris, France• Executed 15 investments in Private Equity and Venture Capital funds totaling over €300M across sectors including manufacturing, healthcare, and information technology.• Led the Fund department strategy, drafting the annual strategic plan and coordinating research to guide Executive Committee decisions.• Managed fund and co-investment transactions: deal sourcing, due diligence oversight, financial modeling, advisor coordination, and investment committee memoranda preparation.
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Education
- Postgraduate Programs – Data Science & Advanced AIEcole Polytechnique2023Postgraduate Programs – Data Science & Advanced AI
- MSc.ESSEC Business School2018MSc.