Personal projects
My Portfolio
2023
- This project is the source code of my multilingual portfolio, designed for any PHP/Apache-compatible server.
- Key features include dynamic language loading, adaptive theming (light/dark mode), meta tag optimization for social media, form security with reCAPTCHA v2, and a structured architecture for efficient handling of static and dynamic content.
Neural Architecture Search
2021 - 2023
- This project generates custom neural architectures, tailored to specific goals, using a controller trained through reinforcement learning.
- The agents are trained on clusters, enabling large-scale data collection. This data is used to refine the controller, which learns to produce increasingly robust architectures to achieve the desired objectives.
Forecasting Foreign Exchange Market Movements through Economic News Analysis
2020 - 2021
- This project enables sentiment analysis of economic news using a language model (LLM).
- An agent retrieves and processes economic news, which is then stored in a database. A web interface allows for manual annotation of this data to enrich the training dataset. A pre-trained LLM is then fine-tuned.
Software Library for Deep Learning
2016 - 2019
- This project is a software library dedicated to deep learning, developed in C++ and CUDA. It enables the design, training, and deployment of neural networks.
- It supports both supervised and unsupervised training, as well as advanced techniques for regularization, normalization, and weight optimization, inspired by scientific publications.
