Freelancer profile translated to English.
Back to original languageAbout Osman
Consultant Data & ML Engineering, I help companies automate their data processing and deploy reliable ML solutions in production.
With 2 years of experience at SRD Énergies, I notably reduced the analysis time for certain operations by 90% through the automation of ETL pipelines and the development of decision-making tools.
My skills cover:
- Machine Learning: time series forecasting, NLP, predictive models
- Data Engineering: Airflow, PostgreSQL, BigQuery, ETL automation
- MLOps: Docker, MLflow, CI/CD, ML pipeline industrialization
- Data Visualization: Streamlit, Power BI, interactive dashboards
I work across the entire data value chain: collection, processing, modeling, deployment, and visualization, with a simple goal: to create useful, reliable tools that can be exploited by business teams.
French
Native or bilingual
English
Conversational
Can work on-site
Toulouse (up to 50km)
Experience
- SRD Énergies,Data Scientist EngineerENERGY AND UTILITIESSeptember 2023 - November 2025 (2 years and 2 months)86000, Poitiers, France
- Production deployment of energy forecasting models with a MAPE error <12%.
- ETL Automation (Airflow/PostgreSQL): +2 hours of productivity/day for the analyst team.
- Development of a Streamlit network diagnostic application reducing analysis time from 2 hours to 15 minutes.
- BI Reporting: Creation of interactive dashboards for energy consumption management.
- Centre d'étude et de recherche de Djibouti,Research EngineerENERGY AND UTILITIESMay 2022 - October 2022 (5 months)Djibouti
- Development of a Monte Carlo simulator to test the resilience of over 1000 energy scenarios.
- Implementation of optimization algorithms to maximize extracted power (performance gain +1.5%).
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Education
- Master 2 in DataYnov Campus2025Mastère 2 en Data
- Master 2 in AI & Advanced Automation for Energy ManagementUniversity of Perpignan Via Domitia2022Master 2 en IA & Automatique avancée pour la gestion des énergies