Freelancer profile translated to English.
Back to original languageAbout Oussama
Centralien engineer specialized in Artificial Intelligence, I design tools based on generative AI, RAG, and AI agents to automate tasks, accelerate processes, and save teams time.
I use AI daily in my own work, whether for more efficient development, information analysis, workflow structuring, or rapid prototyping of new solutions. This practice allows me to better understand real-world use cases, model limitations, and the necessary conditions for creating truly useful enterprise tools.
I work on the design of intelligent assistants, agents connected to business tools, search and matching engines, as well as the automation of complex processes. My goal is to transform a concrete need into a simple, reliable, and directly usable AI solution.
French
Native or bilingual
English
Native or bilingual
Can work on-site
Paris (up to 50km)
Experience
- TNP ConsultantsData & AI ConsultantCONSULTING AND AUDITSJune 2025 - December 2025 (6 months)Paris, FrancePython | RAG | Mistral AI | Data Quality | Data Governance➤ Design of a RAG chatbot for prevention and occupational health: ingestion of PDF/Word documents, chunking, embeddings, vector search, and prompt engineering.➤ Implementation of a system for monitoring the quality of financial and purchasing data for SUEZ.➤ Automate data profiling, detect anomalies, and generate quality reports.➤ Design of Power BI dashboards and DAX measures to track KPIs.
- IADF FinanceData & M&A AnalystDIGITAL AND ITMarch 2024 - August 2024 (5 months)Rennes, FranceDataiku DSS | NLP | Machine Learning | M&A Analytics | MongoDB | Python➤ Design of Dataiku DSS workflows to clean, enrich, and qualify a database of companies.➤ Creation of flows, recipes, and automation scenarios to industrialize processing.➤ Development of scoring, clustering, and sector classification models (NLP embeddings).➤ Development of regression models to estimate companies' financial indicators.➤ Storage and exploitation of data in MongoDB for company analysis and targeting.➤ Reduction of the M&A opportunity qualification cycle from several months to about one month.
- BATIDEFIAI Automation EngineerTECHSeptember 2023 - February 2024 (5 months)Rennes, FranceWeb Scraping | Zapier | n8n | FastAPI | ETL | MongoDB | AWS EC2 | Amazon S3➤ Development of a web scraping infrastructure to collect large volumes of company data.➤ Implementation of Selenium, BeautifulSoup, Scrapy scripts with pagination, rotating proxies, and retries.➤ Deployment of collection processes on AWS EC2, with storage on S3.➤ Implementation of monitoring systems: tracking collected volumes, errors, and performance.
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Education
- Master of EngineeringEcole Centrale Casablanca (Groupe CentraleSupélec)2025Intelligence Artificielle & Science de données
- CPGEEcoles MPSI/MP*2021Classes Préparatoires aux Grandes Ecoles
Certifications
- Digital TransformationBCG2025
- Data-Driven Decision MakingPwC2025