Rémi AL AJROUDI

AI Researcher & Engineer | ENS Paris-Saclay

Discover My Work

About Me

Bridging the gap between theoretical AI research and practical applications

Master's student at ENS Paris-Saclay, I combine rigorous mathematical foundations with hands-on engineering expertise to push the boundaries of artificial intelligence. My research focuses on developing innovative AI solutions that address real-world challenges.

Areas of Expertise

Specialized knowledge in AI, mathematics, and engineering

Artificial Intelligence & Mathematics

Machine Learning

Deep learning, reinforcement learning, and neural networks with focus on theoretical foundations and practical implementations.

Complex Systems

Analysis and modeling of chaotic dynamics, with expertise in reservoir computing and time series prediction.

Engineering & Research

Hardware Integration

Development of embedded systems and integration of AI algorithms with hardware components.

Research Methodology

Experience in designing experiments, analyzing results, and publishing findings in academic contexts.

Research Projects

A selection of my most significant contributions to AI and engineering

Audio Signal Processing

Optimizing Convolutional Dictionary Learning at Scale

Developed a scalable framework for audio processing achieving 98.95% compression while maintaining high signal quality. Reduced memory usage from 132GB to 4MB through innovative sparse coding techniques.

Signal Processing Iterative Optimization Scientific Computing
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Bifurcation Research

Bifurcation Embedding in Chaotic Dynamics

Novel approach to chaos analysis using topological data analysis

Topology Chaos Theory Data Analysis
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ML Pipeline

ML Pipeline for Gait Analysis

AI system for analyzing movement patterns in patients

Machine Learning Signal Processing Healthcare
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Temperature Control

Intelligent Temperature Control

Advanced control systems using Peltier cells

Control Systems Electronics IoT
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Image Processing

Parallel Image Processing

High-performance image processing pipeline using CUDA

CUDA Parallel Computing C++
View Project

Get in Touch

Interested in collaboration or have questions about my research?

Contact Me