Description

I am a PhD in Artificial Intelligence with expertise in Machine Learning, Deep Learning, Graph Neural Networks (GCN, GAT, GIN), and Large Language Models (ChemBERTa) applied to molecular classification and drug discovery.

With experience in scientific research, Python development, and training, I provide practical, tailored solutions for AI projects and e-commerce development (WooCommerce, WordPress).

Key Skills:

AI & Machine Learning: classification, regression, clustering, NLP, predictive modeling.

Graph Neural Networks & LLMs: integration of advanced models for complex data analysis.

Data Processing: feature extraction, preprocessing, building reliable and reproducible ML pipelines.

Python Development: proficient in PyTorch, Scikit-learn, RDKit, and AI tool development.

Training & Mentorship: providing tutorials and workshops in Python, Machine Learning, and Data Science.

Key Achievements:

Author of the research article: “Combining GCN Structural Learning with LLM Chemical Knowledge for Enhanced Virtual Screening” (submitted to JCIM).

Designed and implemented AI pipelines for processing and analyzing complex molecular data.

Developed software solutions for e-commerce and data management (WooCommerce, WordPress, Flutter, Java, PHP, SQL).

I am passionate about solving complex problems with AI and committed to delivering high-quality, reliable results tailored to your specific needs.

Languages

French
Native or bilingual
English
Fluent

Workplace preferences

Remote only

Primarily works remotely

Consulat
Informaticienne
June 2025 - September 2025 (3 months)
Mise en place et paramétrage d'un logiciel de gestion RH (paie, congés, absences, arrêts maladie, etc.). Génération des bulletins de paie et gestion des déclarations sociales (URSSAF, Humanis, Mutuelle, etc.). Suivi et traitement des congés payés, arrêts maladie, et contrats de travail. Automatisation des processus de gestion administrative du personnel. Formation et accompagnement du personnel administratifà l'utilisation du système. Support technique, maintenance, et rédaction de documentation utilisateur. EnvironnementTechnique : SQL Server, Logiciel
Independent Research
Research Author – AI & Drug Discovery
February 2025 - August 2025 (6 months)
Authored a research article: “Combining GCN Structural Learning with LLM Chemical Knowledge for Enhanced Virtual Screening” (submitted to JCIM)

Integrated Graph Neural Networks with Large Language Models (ChemBERTa) for molecular classification

Designed and evaluated machine learning pipelines for virtual screening
freelance
Développeuse full stack Freelance
September 2023 - September 2024 (1 year)
Développement d'une application mobile complète (conception, front-end, sécurité, intégration des microservices). Analyse des besoins fonctionnels avec les parties prenantes. Intégration d'un système de paiement en ligne sur le site web de l'entreprise. Création d'une plateforme de gestion des codes promotionnels. EnvironnementTechnique : Flutter, Dart, Java Spring Boot, Php, Python, SQL Server, GitHub.