🎓 I'm a final-year Engineering Student in Applied Mathematics at INSA Toulouse, specializing in advanced Artificial Intelligence architectures and their practical, scalable applications.

🚀 My core passion lies in designing and operationalizing cutting-edge deep learning solutions that are both high-performing and interpretable, bridging theoretical advances with robust production systems.

• 🧠 High-Performance Deep Learning Architectures: Deeply engaged with state-of-the-art models like Mamba State Space Models (SSMs) for efficient sequence modeling, and exploring innovative generative techniques such as Conditional Flow Matching (CFM) for complex data generation and analysis.
• ⚙️ Scalable Model Development & Deployment: Focused on building production-ready AI systems, leveraging advanced Hyperparameter Optimization (HPO) strategies (e.g., using Optuna) and developing robust REST APIs with FastAPI for seamless, efficient integration.
• 💡 Explainable AI (XAI): Committed to ensuring transparency and understanding in complex AI models, making them trustworthy and actionable.

• 🔬 Atmospheric Dust Plume Prediction (Mamba & CFM): Developed novel, efficient deep learning models using Mamba SSMs and Conditional Flow Matching for 72-hour dust plume evolution prediction. This cutting-edge research project is currently being prepared for academic publication, hence the repository is not publicly available yet.
• 📚 Multi-Level Variance Estimation in Log-Euclidean Geometry (CERFACS): Collaborated with CERFACS Toulouse on a research project, culminating in a scientific publication draft. This experience solidified my interest in rigorous scientific inquiry and advanced mathematical methodologies. Paper here
• 🧠 Deep Dive into Transformer Architectures: Rebuilt a Transformer from scratch to gain a fundamental understanding of LLM internals and their operational principles. Repository
• 🔍 Interpretability in Machine Learning: Applied concepts from Interpretable Machine Learning in a course project, exploring various methods for enhancing model transparency and understanding. Repository

🏃‍♂️ I'm also a national-level high jump athlete, a pursuit that has instilled in me discipline, resilience, and a relentless drive for continuous performance improvement. I'm always curious about the intersection of AI and sports.

📬 Feel free to connect with me on LinkedIn!