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Jean Bellot, PhD - Professional headshot

Services

AI & Data Strategy

Identify where AI creates real impact, design actionable roadmaps, and define metrics for ethical, sustainable implementation.

Data Science & Machine Learning

From data exploration to deployment: predictive models, forecasting, and data-driven decision tools.

Agentic & RAG Systems

Build custom Agentic workflow and Retrieval-Augmented Generation solutions adapted to your domain.

AI Product Development

Technical leadership and hands-on support for designing, prototyping, and scaling intelligent products that enhance human experience.

Advisory & Mentorship

Strategic guidance to help teams and leaders understand, adopt, and grow with AI responsibly.

Experience

Work Profile

  • Since Jan 2024 Free Lance as a Technology and AI advisor @ Lazy Smart (not an official brand yet) Help client understand how AI and digital technology can help them in their business. Image generation, LLM, RAG, Visual Recognition, Forecasting...
  • Since Sept 2024 CTO @ A Lab Curated By
  • Jan 2020 - Jan 2024 Chief Technology officer and Lead Datascientist @ Heuritech Manage prioritization of all tech teams at Heuritech (R&D, Data Science, Infrastructure, Product, Data Engineering, Internal Tools) and Lead Datascience
  • Jan 2021 – Jan 2024, PhD Co-director of Etienne David's PhD Time series forecasting models applied on large datasets with inclusion of external signals in collaboration Sylvain Le Corff, Telecom Paris
  • 2018 – 2020, Technical Lead Product & Data science @ Heuritech Manage product team, build and manage the data science team, people and roadmap
  • 2016 - 2018, Datascientist @ Heuritech Member of the R&D team working on visual recognition and Data Science
  • 2011 – 2015, PhD Student @ Institut des Systèmes Intelligent et de Robotique Université Pierre et Marie Curie – Paris VI Phd Thesis in computationnal neuroscience
    Computationnal Modeling of the role of dopamine in the corticostriatal loops in action selection
  • 2012 – 2014, Teaching Assistant @ Politech Paris Université Pierre et Marie Curie - Paris VI, in Software Engineering

Education

  • 2011 – 2015, PhD Student @ Institut des Systèmes Intelligent et de Robotique Université Pierre et Marie Curie – Paris VI Phd Thesis in computationnal neuroscience
    Computationnal Modeling of the role of dopamine in the corticostriatal loops in action selection
  • 2009 - 2011 Master Degree in computer science Universite Pierre et Marie Curie - Paris VI Artificial Intelligence and Decision
    Research Specialization: Intelligent Agent, Learning & Decision
  • 2006 - 2009 Licence Mathematics & Computer Science Universite Pierre et Marie Curie – Paris VI Specialty Statistics & Artificial Intelligence

Publication

  • (Currently in review), Bellot, J., Sigaud, O., Roesch, M.R., Shoenbaum, G., Girard, B., & Khamassi, M. Dopamine neurons phasic activity does not encode the reward prediction error that behavioral adaptation would predict Neurons, Bheavior, Data analysis and Theory
  • 2023, David, E., Bellot, J., & Corff, S. L. Hermes: Hybrid error-corrector model with inclusion of external signals for nonstationary fashion time series Transactions on Machine Learning Research
  • 2023, David, E., Bellot, J., Corff, S. L., & Lehéricy, L. Identifiability of discrete input–output hidden markov models with external signals Statistics and Computing
  • 2015, Bellot, J. Computationnal modeling of the role of dopamine in the corticostriatal loops in action selection. Doctoral dissertation, Université Pierre et Marie Curie, Paris VI
  • 2014 Bellot, J., Liénard, J., Khamassi, M., & Girard, B. Investigation of the effect of different dopaminergic levels on the basal ganglia action selection properties using a biologically constrained computational model SfN neuroscience meeting. Washington. poster 555.23/TT42
  • 2013 Bellot, J., Liénard, J., Khamassi, M., & Girard, B. Which temporal difference learning algorithm best reproduces dopamine activity in multi-choice task? Third Symposium on Biology of Decision - Making (SBDM 2013). Paris. Poster 5
  • 2012a Bellot, J., Sigaud, O., & Khamassi, M. Dopamine neurons activity in a multi-choice task: Reward prediction error or value function? Proceedings of the French Computational Neuroscience NeuroComp/KEOpS1́2 workshop
  • 2012b Bellot, J., Sigaud, O., & Khamassi, M. Which temporal difference learning algorithms best reproduce dopamine activity in a multi-choice task?
    From Animals to Animats: Proceedings of the 12th International Conference on Adaptive Behaviour (SAB 2012) Obtained the best paper award of the conference
  • 2012 Bellot, J., Sigaud, O., Roesch, M. R., Schoenbaum, G., Girard, B., & Khamassi, M. Dopamine neurons activity in a multi-choice task: Reward prediction error or value function? Proceedings of the French Computational Neuroscience NeuroComp/KEOpS1́2 workshop. Pages 1-7. Bordeaux, France.
Teaching

Miscellaneous Experience

  • 2012 – 2014 Introduction à la programmation orienté objets en Java Politech Paris, ELI3 Teaching assistant (2*10h) and E2I4 Teaching assistant (32h).
  • 2013 Introduction à la programmation en Python, GM3 GM3 teaching assistant 20h
  • 2014 Introduction à la compilation, Tex/Lyx Teaching assistant 20h
Projects
  • 2011 Comparison between dopamine activity and reward prediction error in a multi-choicetask Institut des Systèmes Intelligents et de Robotique Internship M2 in Computational Neuroscience
  • 2010 Supervised classification of textual documents with boosting Laboratoire d’informatique de Paris VI - Lip6 Internship M1 in Artificial Intelligence

Skills

  • Languages French, native
    English, fluent with a lovely french accent
    German, Ich habe Deutsch gelernt aber alles vergessen
  • Coding Python, bash, pandas, scikitlearn, openCV, vim, tmux, airflow, prefect, git, pytorch, huggingface, LangGraph, LangChain...
  • Deployment docker, docker-compose, gitlab (CI/CD), k8s (basic level), PostgreSQL
  • Orchestration Prefect 1 & 2, Airflow
  • Project Management JIRA, Trello, Monday, Notion, ProductPlan