Mehdi Mounsif

* The brain behind brAIn: a specialized GPT-Agent and cognitive architecture for fast prototyping and increased innovation throughput * Guided technical direction and decision-making in the R&D department. * Delivered internal talks on recent AI advancements to various audiences, and presented a keynote and a masterclass in Berlin. * Acted as the technical lead in AI for multiple partnerships. * First author in 5 papers in 2023

Steering and contributing to multiple research and innovation projects involving learning and deep learning-based approaches * AlphSistant Project (Responsible and initiator): Audio-driven facial animation engine * Creation of 3D models (modeling, retopology, rigging) * Creation of an MVP pipeline: audio processing / facemesh / retargeting * Formalization of a physics-based approach * Creation of a web application for presentation and serving of the model * AInimals Project (Responsible and initiator): "Shazam for ornithologists", an approach to classifying bird species and states * Formulation of gradient-based learning strategies (SSL, active learning) * Audio processing * Setting up vision models for classification * Creation of an associated interactive web application * SESAME Project: Optimizing storage and resale of green energies produced offshore * Semi-supervised trading techniques (technical indicators and machine learning) * Implementation of an autonomous trading agent (optimization and RL-based) * Establishment of a baseline MPC (model predictive control) approach in the context of decision optimization strategy * CassandIA Project (Co-Manager): Automatic matching between CVs and job descriptions * NLP approaches (especially BERT) for feature extraction on job descriptions * Contrastive learning and collaborative filtering set up for prediction optimization * Prototype of Active Learning for labelization workload minimization * DIACRE Project: Contribution to the supervision of a CIFRE thesis * Unsupervised learning methods in the context of automatic detection of DNS tunnels * Development of a fine-tuning procedure for DBSCAN hyperparameters * Co-author of international publications

Title: Exploration of Teacher-Centered and Task-Centered paradigms for efficient transfer of skills between morphologically distinct robots Exploration of issues related to skill transfer between robots of diverse morphologies in the context of reinforcement learning Creation of a reinforcement learning environment on Unity Implementation of various methods (GAN, VAE) for skill transfer Publication of several articles in international conferences and journals Participation in science outreach events Supervision of interns

Implémentation d'un système multi-agent avec support en Augmented Reality * Mise en place d'interface de contrôle sur Unity * Contributions à la commande d'un robot via double virtuel

Stage de fin d'études - Calculs géotechnique pour les poteaux de support de l'extension de l'aéroport de Mexico