photo de profil d'un membre

Constantin

Résumé

???? Mathematician Specializing in Cognitive Science and Artificial Intelligence ???? I am a normalien at the École Normale Supérieure (ENS) in Paris, currently pursuing a master’s in Maths-Vision-Learning (MVA) at Université Paris-Saclay, an esteemed program focused on applied mathematics and AI. My research centers on modeling executive functions, specifically how humans make adaptive decisions. I utilize advanced mathematical methods and machine learning techniques to develop robust, generalizable models. ???? Technical Expertise: I am particularly interested in reverse engineering and applying mathematical theories to real-world problems. I seek collaborations that allow me to deepen my research and explore new ideas. ???? Artistic Engagement: In addition to my academic pursuits, I have been a violinist and amateur pianist for over sixteen years, and I sing baritone. I have also recently taken up the trumpet in the ENS brass band. My passion for dance includes tango, waltz, east coast swing, and rock, which I have taught—highlighting my interest in the dynamics of human interaction through movement. ???? Equestrian Background: A confirmed horse rider with a Galop 5 level, I appreciate how equestrian discipline and dance share principles of balance, coordination, and communication, which are essential in my research projects. ✍️ Creative Initiatives: As the founder of the ENS writing club, I value the importance of clear and impactful communication of complex ideas. ???? Open to Collaboration and Consulting Opportunities: I invite you to connect with me to discuss innovative projects in the fields of cognitive science and artificial intelligence.

Expériences professionnelles

Member of core team, member of technical staff

Stealth AI Startup

Depuis le 02 janvier 2025

Developing the next generation of language models

Graduate researcher in machine learning

École Polytechnique

Depuis le 02 avril 2025

Working with the CMAP and MBUZAI on improving renforcement learning algorithms, in collaboration with Pr. Eric Moulines.

Music composer

RMC PRODUCTION

Depuis le 02 mars 2025

Composing the music of the documentary "The people of the sea" - by Mia Franzosi and Aurore Hurstel.

Teaching associate in mathematics

Université PSL

Depuis le 02 septembre 2024

Lecturer in mathematics

Université PSL

Depuis le 02 septembre 2024

Teaching Mathematics to CPES-PSL scientific students at Lycée Henri IV.

Associate researcher

Inserm

Depuis le 02 juillet 2024

Visiting scholar - quantitative finance

Columbia University

De Mars 2023 à Août 2023

Theoretical research to set up a financial market that fasten private information integration into price and avoid financial bubbles. Collaborating with Pr. Gur Huberman.

Visiting scholar - behavioral quantitative finance

Columbia University

De Mars 2023 à Août 2023

Theoretical research to set up a financial market that fasten private information integration into price and avoid financial bubbles. Collaborating with Pr. Gur Huberman.

Deputy projects manager for disruptive innovations and data scientist

Direction Générale des Entreprises

De Septembre 2022 à Janvier 2023

In the French Ministry of Economy and Finance, General Directorate of Enterprises, sub-directorate of innovation, I make quantitative criteria, using companies and economics cartography, data science modeling and artificial intelligence, to decide how best to invest the 54 billion euros of the France 2030 plan.
Concretly, I created tools to use enterprises data bases, realised a study on green startups, wrote a paper on coporate venture capital, quantitatively established criteria to discover high potential startups. I was also a founding member of the DGE conviviality comitee.
I participated to the recruitment of the permanent project manager for technological prospective who is my successor.

Deputy projects manager for disruptive innovations and data scientist

Direction Générale des Entreprises

De Septembre 2022 à Janvier 2023

In the French Ministry of Economy and Finance, General Directorate of Enterprises, sub-directorate of innovation, I make quantitative criteria, using companies and economics cartography, data science modeling and artificial intelligence, to decide how best to invest the 54 billion euros of the France 2030 plan.
Concretly, I created tools to use enterprises data bases, realised a study on green startups, wrote a paper on coporate venture capital, quantitatively established criteria to discover high potential startups. I was also a founding member of the DGE conviviality comitee.
I participated to the recruitment of the permanent project manager for technological prospective who is my successor.

Oral examiner in mathematics

Lycée Michelet, Vanves

De Janvier 2022 à Juin 2022

Mathematics interrogator for second year undergraduate student in a scientific preparatory classes.

Oral examiner in mathematics

Lycée Michelet, Vanves

De Janvier 2022 à Juin 2022

Mathematics interrogator for second year undergraduate student in a scientific preparatory classes.

Graduate research fellow - mathematics applied to cognitive psychology and neurosciences

Inserm

De Septembre 2021 à Juillet 2024

Working with Pr. Etienne Koechlin, in the laboratory for cognitive and computational neurosciences (INSERM, ENS) on a Statistical Physics modelling of exploration-exploitation paradigm in human adaptive behavior.
Understand how we make decisions and how they change over actions and information by explicit and AI modeling and find a general brain hardware processing pattern.

Teaching associate in statistics

Université Paris Cité

De Septembre 2021 à Août 2023

Courses of statistics for undergraduate students in Psychology.

Graduate research fellow - mathematics applied to cognitive psychology and neurosciences

Inserm

Depuis le 02 septembre 2021

Working with Pr. Etienne Koechlin, in the laboratory for cognitive and computational neurosciences (INSERM, ENS) on a Statistical Physics modelling of exploration-exploitation paradigm in human adaptive behavior.
Understand how we make decisions and how they change over actions and information by explicit and AI modeling and find a general brain hardware processing pattern.

Teaching associate in statistics

Université Paris Cité

De Septembre 2021 à Août 2023

Courses of statistics for undergraduate students in Psychology.

Research intern - mathematics

Université Paris-Saclay

De Mars 2021 à Juin 2021

I worked with Pr. Bertrand Maury and Leo Wang on Optimal Transport, a mathematical problem not yet totally solved aiming to explain how best move things from one point to another and urban planning.

Research intern - maths applied to evolutionary psychology

CNRS

De Février 2021 à Juin 2021

Within the Evolution and Social Cognition team and the Jean Nicod Institute (CNRS, ENS, EHESS), I worked, under the direction of Pr. Jean-Baptiste André and Julien Lie, to explain through evolutionary theory how we decide to trust, or not, someone else.
To do this, I use the theory of the honest signal. It seeks to explain and model how our past actions influence the perception that others have of us.
It is a subject at the interface between evolutionary biology, anthropology, sociology, economics (from which the first models came), theoretical computer science, cognitive science and of course, mathematics, since my work is concretely to make models based on game theory, functional analysis and probabilities …

Mathematics, physics and industrial sciences private instructor

Lycée Henri IV

De Septembre 2020 à Février 2022

Private tutoring for students in the first and second year of classes préparatoires aux Grandes écoles (elite undergraduate students).

Mathematics, physics and industrial sciences private instructor

Lycée Henri IV

De Septembre 2020 à Février 2022

Private tutoring for students in the first and second year of classes préparatoires aux Grandes écoles (elite undergraduate students).

Formations complémentaires

Master 2 MVA

ENS Paris-Saclay - Machine Learning, mathématiques appliquées

2024 à 2025

Diplôme de l'ENS

Ecole Normale supérieure - PSL - Mathématiques, informatique, sciences cogntives

2020 à 2025

DENS Ulm

Parcours officiels

DER MATHÉMATIQUES – Mathématiques – Mathématiques – M2 Mathématiques Vision Apprentissage (MVA)

Langues

Français - Langue maternelle

Anglais - Courant

Russe - Technique

Compétences

Film Scoring
Original Music
Recherche fondamentale
Opérations de Grands Modèles de Langage (LLMOps)
Nix
Statistiques
Pandas (logiciel)
Latin
Russe
HTML/CSS
Ocaml
JavaScript
PyTorch
Anglais
Entrepreneurship Development
Finance
Microsoft Excel
Start-up Ventures
Mathematics Education
Team work