Hadrien KANSO

Senior Data Scientist | Project Lead R&D

Salary / Daily rate

Marseille, France

Mobility: France

Freelance

Can come onsite

Skills

Deep LearningData AnalysisData VisualizationMachine Learning

Languages

French (Fluent)English

About me

Intro

PhD Data Scientist with 7+ years experience leading R&D projects in sustainable tech and predictive analytics. Specialized in ML/deep learning for HVAC optimization, forest fire defense, and complex system modeling. Expert in TensorFlow, predictive control, and transforming unstructured data into actionable insights for energy efficiency and environmental protection.

Links

Work experience

R&D Project Lead, Data scientist

Expleo Group

Jan 2023 - Present

3 years 10 months

13127 Vitrolles, France

Carbon Hunter 🌿 - Shaping Sustainable Industries! Steering precision in HVAC systems with data from diverse sources for real-time monitoring and optimal energy consumption regulation. Project Leadership: Mastery in Project Management, Governance, and Micro-team Dynamics. Innovative Engineering: Crafting, developing, and deploying cutting-edge machine learning and deep learning algorithms. Data Analysis: Delving into datasets to unveil trends, patterns, and meaningful correlations. System Modeling: Numerical simulation and enhancement of the HVAC system’s physical framework. Predictive Control Development: Advancing Model Predictive Control to foresee system performance and bolster decision-making processes. Join me on this sustainable journey as we revolutionize industries! 🌐🔥

Aix-Marseille Université

Oct 2020 - Jan 2023

2 years 4 months

Marseille, France

Postdoctoral Researcher

Sep 2021 - Jan 2023

1 year 5 months

Marseille, France

Eco-Pyromancer 🌲 - A Vanguard in Forest Fire Defense ! Embark on a mission dedicated to autonomous wildfire protection: Risk Characterization: Harnessing numerical studies to predict wildfire spread. Water Distribution Modeling: Engineering sprinkler systems for optimal hydration. Heat Flux Reduction: Quantifying the decrease in heat flow through vertical water streams. Join me on this noble quest as we forge new frontiers in forest fire defense! 🛡️🔥

Enseignant chercheur

Oct 2020 - Oct 2021

1 year 1 month

Marseille, France

PHD Student

INRAE

Oct 2017 - May 2021

3 years 8 months

Avignon, France

Flavor Alchemist 🍊 - Crafting the Ultimate Fruit for Culinary Aficionados! Dive into a project devoted to the art of sugar accumulation modeling in peaches: Dynamic Model Reduction: Streamlining complex systems to their essence. Parameter Estimation: Fine-tuning dynamic population models for precision. Genetic Control Architecture Study: Unraveling the genetic blueprint governing sugar metabolism. Join me on this tantalizing journey as we unlock the secrets of flavor alchemy! 🌟🍑

Internship Trainee

Aix-Marseille Université

Mar 2016 - Jul 2016

5 months

Marseille, France

Quantum Decoherence Maverick 🌟 - Unleashing Mathematical Magic! As an M2 intern specializing in mathematical modeling and scientific computation at the Institut de Mathématiques de Marseille (I2M), I delve into the enchanting world of quantum decoherence through environmental interactions. My toolkit includes: Functional Analysis: Unraveling the intricate threads of mathematical function spaces. Partial Differential Equation Wizardry: Crafting elegant solutions to complex problems. Scientific Sorcery: Conjuring numerical simulations that dance with precision. Join me on this mystical journey as we decode the secrets of quantum realms! 🚀🔮

Internship Trainee

Université Côte d'Azur

Feb 2015 - Jul 2015

6 months

Nice, France

Pure Mathematics Enchantress 🌟 - Unraveling the Mysteries! As an M1 intern at the Laboratoire J.A. Dieudonné, I immerse myself in the elegant world of pure mathematics. My journey includes: Nonlinear Partial Differential Equations: Taming the wild beauty of intricate equations. Sobolev Space Sorcery: Exploring the hidden dimensions where functions dance and harmonize. Join me on this mathematical odyssey as we conjure elegance from chaos! 🌠🔍


Education

Avignon Université

Ph.d student

2017 - 2020

4 years

Aix-Marseille University

Master 2 (M2)

2015 - 2016

2 years

Université de Nice-Sophia Antipolis

Master 1

2014 - 2015

2 years

Portfolio

Réduction de 50% de la complexité de modèles dynamiques sans perte de robustesse

Modélisation mathématique pour la distribution d'eau en sécurité incendie

Réduction de 40% de la consommation énergétique par l'IA — Systèmes HVAC industriels

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