Freelancer profile translated to English.
Back to original languageAbout Hamza
I help companies integrate AI into their business processes — from audit to production deployment.
What I do specifically:
🔹 Business Process Automation
Reducing manual tasks by 60-75% through custom AI solutions (document extraction, NLP classification, data pipelines).
🔹 LLM Fine-tuning & Deployment
Training models on your business data and deploying locally (on-premise) or via cloud API (OpenAI, Gemini) based on your confidentiality and cost constraints.
🔹 API Development & Integration
Exposing AI solutions via REST API (FastAPI) and MCP integration to connect AI with your existing tools.
🔹 Strategic AI Consulting
Auditing your processes, identifying high-ROI use cases, and making decisions between local models vs. cloud APIs.
Immediately available for remote missions.
📩 Contact me to discuss your project.
Arabic
Native or bilingual
French
Native or bilingual
English
Fluent
Remote only
Primarily works remotely
Experience
- Centre Ingénierie et SantéData ScientistMarch 2024 - September 2024 (6 months)Saint-Étienne, FranceBuilt a complete ETL pipeline (Python + SQL) to clean, transform, and structure a medical database of 500,000+ patients.Designed ML/DL models (Scikit-Learn, TensorFlow) for predicting care pathways and identifying at-risk patients — a 15% improvement in critical case detection.Segmented patients using clustering and risk scoring, directly integrated into clinical decisions.Designed Power BI dashboards and presented results to medical teams: translating complex data into actionable insights for clinical decision-making.Automated modeling workflows with Apache Airflow and ensured full experiment traceability with MLflow.Tech: Python · SQL · Scikit-Learn · TensorFlow · Power BI · Apache Airflow · MLflow
- L3IA zAI DeveloperJanuary 2023 - July 2023 (6 months)Designed and developed a news mobile application accessible to visually impaired users, integrating Text-to-Speech (TTS) and Speech-to-Text (STT) for 100% voice interaction.Automated multi-source data collection pipeline using web scraping (BeautifulSoup) and structured storage (SQLite).Tech: Flutter · Python · BeautifulSoup · TTS · STT · SQLite
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Education
- Master 2 Data Exploration and Business Intelligence (EID2)Sorbonne Paris Nord University2024Master 2 Exploration Informatique des Don nées et Décisionnel (EID2)
- Master Web Intelligence and Data ScienceSidi Mohamed Ben Abdellah University2024Master Web Intelligence et Sciences des Don nées