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Projekt- und Berufserfahrung
- ejdyn.aiAI Software Architect / DeveloperSOFTWARE-HERSTELLERMärz 2024 - Heute (2 Jahre und 3 Monate)Paris, FranceCore Skills:Multi-tenant architecture; security (containment, sensitive-data handling); agentic workflows; cybersecurity complianceTech & Tools:Heroku; Docker; RAG; LLM/vector DB/datastore-agnostic design- Built a general-purpose agentic platform enabling declarative application design and direct provisioning.- Containerized for frictionless deployment across cloud and on-premises environments.- RAG-first while remaining agnostic to LLMs, vector databases, and data stores to support broader agentic workflows.- Multi-tenant with organizational hierarchies; ongoing security hardening (containment, sensitive-data handling).- Supporting deployment in a cybersecurity-compliance context in collaboration with a compliance-focused company.- Explored RAG applications in a financial data-mining context for another client.
- FreelancePrincipal Conversational AI ArchitectJuli 2023 - Dezember 2023 (5 Monate)Paris, FranceCore Skills:Conversational AI architecture; RAG design & implementation; early-stage startup incubationTech & Tools:TypeScript; LangChain; Pinecone; OpenAI- Architected and implemented a RAG conversational agent for an early-stage startup initiative.
- C3 AISenior Data ScientistFebruar 2018 - November 2023 (5 Jahre und 9 Monate)Paris, FranceCore Skills:Machine Learning;Time Series Analysis & Forecasting**; **Model deployment & management**; **Predictive maintenanceTech & Tools:Python; JavaScript; scikit-learn; C3 Type system and platform- Integrated ML technologies in cloud-based IIoT customer solutions.-Designed and implemented a model deployment framework on the C3 platform to deploy a portfolio of wind-turbine anomaly-detection models.-Designed and implemented a Model Registry for machine-vision models on the C3 platform.- Predictive maintenance / anomaly detection on a wind-turbine fleet.
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Ausbildung und Abschlüsse
- Post-Master's Degree Big Data: management and analysis of big dataTélécom ParisTech (Institut Mines-Télécom)2018Professional thesis: ML-based résumé-to-job-offers matching.
- Maîtrise in Computer ScienceUniversité Paris VIII1997Project & thesis: Intelligent Interface Agent (Learning Classifier System).