Hadrien KANSO, Ph. D.

At Kanova Labs, I lead research and innovation projects in AI, Data Science, and Sustainability. Our mission is to harness the power of data and artificial intelligence to accelerate decarbonisation and support the energy transition. We focus on developing advanced models for predictive analytics, carbon reduction, and environmental impact assessment, helping organizations move toward smarter and more sustainable solutions. 💡 AI & Data for Decarbonization and Sustainable Innovation

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! 🌐🔥

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! 🛡️🔥

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! 🌟🍑

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! 🚀🔮

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! 🌠🔍