René Garcia Josias MOURAMBOU DIYEMA

Machine Learning Engineer

Evolukid•  September 2023 - September 2024•  Paris, France

● Optimization of the detection of objects present on the images and the accuracy rate of the response. ● Creation of a chatbot that interprets the content (Text, drawing, color, other) of images in real time. ● Implementation of NLP algorithms analyzing conversations in real time and detecting harassment. ● Optimization of the backend code of the website and design of the algorithms and the database. ● Writing technical documentation and leading training workshops. ● Concepts: Python, PyTorch, TensorFlow, C++, Boost, OpenMP, pThread, Parallel programming, Graphs, distributed systems, multithreading, GCP.

Software Engineer

Fujitsu Technologyb Solutions•  January 2022 - September 2024•  Paris, France

● Website backend management, data flow optimization, code optimization and bug correction. ● Search for efficient algorithms for parallel processing of tasks and writing of documentation. ● Concepts: Java, Spring, Hibernates, PostgreSQL, Parallel programming, Distributed Systems, Graphs, AWS.

Machine Learning and NLP Researcher

Sorbonne Paris•  November 2021 - August 2023•  Paris, france

● Development of graph-based Deep Learning algorithms (GCN, GAT, GIN) for processing data. ● Research on parallel quantum computing (QAOA, CSP) to efficiently solve NP-hard problems. ● Concepts: C++, OpenMP, Python, PyTorch, CNN, Deep Learning, Graphs, Parallel Programming, GCP.

Ecole Normale Supérieure de Paris, Paris

Mathematics, MS•  September 2024 - Present

● Probabilistic Graphical Models and Deep Generative Models ● Convex Optimization and Applications in Machine Learning ● Object Recognition and Computer Vision ● Graphs in Machine Learning ● Graphical Models: Discrete Inference and Learning ● Bayesian Machine Learning ● Large Language Models ● Deep Learning for Image Restoration and Synthesis ● Deep Learning and Signal Processing ● Generative Models for Image ● 3D Computer Vision

Paris-Saclay University

Computer Science, MS•  September 2024 - Present

● Signal Processing ● Probabilistic Generative Model ● Stochastic Optimization ● Deep Learning for Natural language processing ● Reinforcment learning ● Speech and Language Processing ● GPU Programming ● Learning Theory ● Advanced Optimization ● Bi-Level Optimization ● Data Parallel Computing in C++

ESIEE Institute of Technology

Computer Science & Engineering, MS•  September 2023 - August 2024

● Advanced Calculus ● Advanced Linear Algebra ● Computer Vision ● Machine Learning ● Advanced Deep Learning ● Natural Language Processing

Sup'Management Engineering School

Computer Science, BS•  September 2017 - August 2020

● Linear algebra and calculus ● Probability and Statistics ● Advanced C++ ● Advanced Python ● SQL ● Graph Theory ● Algorithms and Data Structures