Freelancer profile translated to English.
Back to original languageAbout Ismael
Looking for a machine learning engineer / artificial intelligence expert?
You've come to the right place.
I am an ML Engineer with over 5 years of experience, a graduate of École Polytechnique in Applied Mathematics.
I also hold a Master's degree in Data Science from Institut Polytechnique de Paris.
I have worked in various sectors such as EdTech, the biomedical field, human resources...
I have collaborated with companies like Vidal Group, Leadersanté, Galadrim...
I can assist you with:
Feasibility study of your project and needs specification
Data collection, cleaning, and preprocessing from various sources
Development and implementation of Machine Learning models and predictive algorithms
Exploration and benchmarking of models suitable for your context
Development of model training pipelines
Design and architecture of your AI solution
Deployment on cloud platforms like AWS or on-premises
Proposal of deployed model performance metrics for evaluation and monitoring
Maintenance and evolution of your solutions in production
I have technical expertise in Deep Learning, NLP, and LLMs.
I also have Full-Stack Web Engineer expertise. This allows me to seamlessly integrate models into your technical stack.
I also place great importance on transparency with my clients.
I send a daily report to my clients at the end of the day on all the tasks I have performed.
Do you have a project?
Contact me on Malt
French
Native or bilingual
English
Native or bilingual
Arabic
Conversational
Spanish
Conversational
Can work on-site
Lyon (up to 50km), Paris (up to 50km), Marseille (up to 50km), Genève (up to 50km), Toulouse (up to 50km)
Experience
- EdumalinMachine Learning EngineerEDUCATION AND E-LEARNINGSeptember 2023 - June 2024 (9 months)Paris, FranceEdumalin is an innovative learning platform integrating artificial intelligence. Edumalin assists students from primary to middle school in assimilating knowledge through its virtual pedagogical assistant. The platform has several partners such as BPI France, the Ministry of National Education and Youth, and the Academy of Paris…As a Machine Learning Engineer, I:- Developed a text classification model- Supervised the annotation and definition of classes by internal pedagogical teams- Trained a classification model and deployed it in ONNX format in a Node.js application- Developed a text generation model to meet various needs- Generated a dataset based on company data- Performed model training on 8 Nvidia H100 GPUs (in parallel)- Set up the open-source annotation platform Label Studio to allow internal teams to validate models- Deployed the quantized model as a REST API- Integrated the model into the web application (backend + frontend) with optimizations to reduce costs (prompt caching)Technical context: ONNX, Python, Transformers, LLM, Node.js, Vue.js, W&B, Quantization
- LeaderSantéMachine Learning EngineerHEALTH AND WELLNESSJanuary 2022 - February 2023 (1 year and 1 month)Paris, FranceLeadersanté is a group of independent pharmacists with 17 years of existence. The group has over 750,000 member patients and 900 pharmacies in France. As a Machine Learning Engineer, I:- Provided my expertise in artificial intelligence- Benchmarked and selected tools for extracting tabular data from unstructured PDF documents- Implemented database cleaning SQL scripts to ensure data integrityI also worked as a Full-Stack Developer using Nest.JS / TypeScript / React.This web expertise allows me to seamlessly integrate Machine Learning models into a web application.Technical context: MySQL, PDF OCR, Node.js, NestJS, React, TypeScript.
- GaladrimMachine Learning EngineerHEALTH AND WELLNESSOctober 2021 - June 2023 (1 year and 8 months)Paris, FranceGaladrim is a company specializing in the development of web, mobile, and AI applications. Galadrim's clients include companies like Leroy Merlin, Decathlon, Bandai, and Konbini. I joined the Galadrim team to participate in web and data projects.As a Machine Learning Engineer / Full-Stack Developer, I:- Led the development of several full-stack web applications with Node.js, React, MySQL...- Provided my expertise on machine learning and artificial intelligence efforts- Built a React Native iOS/Android mobile application for Vidal Group. The application won the prestigious 2022 Galien award for e-health- Provided technical guidance to junior developers (code review, pair programming...)- Implemented complex SQL database cleaning scriptsTechnical context: Machine Learning, Python, Data, AI, Node.js, MySQL, React
Reviews
Florian
CEO - UPLAW
Reviewed on 6/5/2026
Deployment of an AI module in a B2B SaaS software, with a micro-service, in collaboration with the company's technical team.
T
Thomas
CDO - SYSTRA SA
Several months project
-
Reviewed on 2/9/2026
Ismael's perseverance on a complex AI subject with an infrastructure on our end that was not ready. He managed to find a plan B within a limited budget and was autonomous in studying the various optimizations to implement.
Highly recommended for complex AI subjects.
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Education
- General Engineering Degree (Applied Mathematics - Data Science)Ecole polytechnique2020
- Master 2 in Data Science and Artificial IntelligenceInstitut Polytechnique de Paris2021