Freelancer profile translated to English.
Back to original languageAbout Ales
Computer engineering student specializing in Artificial Intelligence / Machine Learning, I assist freelancers, SMEs, e-commerce businesses, and students with practical needs in Python, data, automation, and applied AI.
I can undertake several types of projects:
- Automating Excel files, reports, extractions, and repetitive tasks;
- Data cleaning, structuring, and analysis;
- Creating dashboards and reporting tools;
- Python scripts, APIs, scraping, and data processing;
- Machine learning projects: data preparation, training, evaluation, notebooks, visualization;
- AI automations for e-commerce: product descriptions, customer review analysis, emails, internal workflows;
- Setting up small internal tools to save time;
- Assistance with understanding, debugging, or improving Python / data / AI projects.
I have worked on several academic and technical projects involving machine learning, data visualization, recommendation systems, deep learning, cybersecurity, cloud, and deployment.
My approach is simple: understand the business problem, propose a realistic solution, deliver a clear, documented, and directly usable tool. I don't aim to sell unnecessary complexity: I build solutions that save time, reduce errors, and make data actionable.
English
Fluent
French
Native or bilingual
Remote only
Primarily works remotely
Experience
- Epigene LabsAI/ML EngineerMay 2025 - January 2026 (8 months)Lyon, France• • Implementation of OntoVAE, a Variational Autoencoder structured by the Gene Ontology, for interpretable tissue classification applied to the diagnosis of Cancer of Unknown Primary.• • 96.97% balanced accuracy on GTEx (27 tissue types) and 92% accuracy / 98% top-5 on TCGA (38 tumor sites).• • Complete pipeline: preprocessing, ontology construction, VAE training (KL annealing, Huber loss) and XAI analyses (SHAP, biological signatures, in silico gene knockout).• • Architectural optimization (skip connections O(n²) → O(n), sparse masks) and development of an XAI Streamlit dashboard; responsible for data engineering in an Agile team of 3.
- My Student TeacherTutor – Mathematics & PhysicsSeptember 2023 - January 2025 (1 year and 4 months)Paris, France• • Coaching high school and university students (1st/2nd year); adapting teaching methods to individual profiles.
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Education
- EPITA
- of anomaliesd'anomalies