David De Dobbeleer
AI Agents · ML Pipelines · KG-RAG · n8n/Make
Salary / Daily rate
Aix-en-Provence, France
Freelance, open to permanent contract
Remote only
Skills
Languages
About me
Intro
I help your team assess AI integration. I build automations, modernize workflows or obsolete chatbots. Livrables: • Grounded AI Assistants: Built on KG-RAG with rigorous eval, traceable sources, and explicit failure modes. • Data & ML/LLM Pipelines: Ingestion, transformation, feature engineering, model training or integration, evaluation, QA, orchestration, and monitoring. • Automated AI Workflows: Orchestration, CrewAI, n8n/Make, and MCP, including human-in-the-loop validation where necessary.
Work experience
AI Agents · ML Pipelines · KG-RAG · n8n/Make
Malt
Mar 2020 - Present
6 years 8 months
Aix-en-Provence, France
Entrepreneur
Creativity Quarks
Jun 2018 - Present
8 years 5 months
Salernes, France
Creativity Quarks SAS is a company currently involved in : end-to-end web solutions modelling and development, consulting and implementation of integrated digital solution, small to medium-size companies digital transformation. AI Agents, ML pipelines, evaluation and monitoring, workflow automation.
Doctoral research
The Philipp University of Marburg
Jun 2010 - Jul 2012
2 years 2 months
Saint-Louis, France
Partial doctoral thesis supervised by Dr. Professor Bernd Fischer (French German Research Institut of Saint Louis, Saint-Louis, France and Marburg University) and Dr. Professor Marijke Vandewal (Royal Military Academy, Brussels, Belgium). Subject : "Modelling diffusion in terahertz imagery and time-domain spectroscopy" Interrupted when ending the teaching assistant contract.
Teaching Assistant
Royal Military Academy, Belgium
Jun 2009 - May 2012
3 years
Brussels Area, Belgium
Lectures and practical works, Polytechnical Faculty of the RMA, Courses : Telecommunication Technologies ; Electrical machines ; Electricity ; Antennas and EM Waves propagation ; Design of Antenna's ;
Data Handling Manager
Control and Reporting Center, Belgian Air Force
Nov 2006 - May 2009
2 years 7 months
Tongeren-Borgloon, Belgium
Technical Manager and Technical Safety Responsible. Missions of the team : - integrate and process data from various physical radars in order to build a dynamical image of the sky traffic for military operational fighter aircrafts controllers ; - ensure safety, maintenance and upgrades of the system
Education
AFNOR
Certification - Expert in Energy Efficiency, Energy Management and Systems Technology/Technician
2017 - 2018
2 years
Grade: Certified, Auditor
Activities and societies: Formation by the AFNOR organisation Audit, coaching and consulting activities will be implemented in our new structure, Creativity Quarks, by means of a digital platform.
Certified on the process of : Audit, based on a european norm (NF-EN 16247-1,2), of technical installations, buildings and general energy flows for businesses and people. Project in development : Coaching and experience sharing for startups, small and medium-size business CEO's and individuals. Platform connecting people, businesses and professionals for energy efficiency optimization and financial benefits.
The Philipp University of Marburg; ISL, Saint Louis France; OMRA Dpmt RMA, Brussels, Belgium
Doctor of Philosophy - PhD, partial, Physics
2010 - 2012
3 years
Activities and societies: PhD formation - Physics of EM diffusion @ ISL, Saint Louis France with Bernd Fischer - Applied physics of microwaves propagation @ OMRA Department at the Polytechnical Faculty, Royal Military Academy of Brussels, Belgium with Marijke Vandewal - Engineering and R&D microwave imaging with Synview - Labview program writing @ ISL, Saint Louis France
Modelling Terahertz propagation and diffusion in complex materials applied to security application. By use of THz Time Domain Spectrocopy and frequency multiplication imaging techniques. (More details to come)
Polytechnical Faculty, Royal Military Academy, Brussels, Belgium
Engineer’s Degree, Polytechnics
2001 - 2006
6 years
Grade: Disctinction
Polytechnics (2001-2006) Including 1 year specialisation technologies of telecommunications (2005-2006) Master thesis (2006 second half)