Freelancer profile translated to English.

Description

Artificial Intelligence / Data Scientist Engineer – Solve your challenges with AI and Data.

I am Sofiane Derraz, 8+ years of experience in IT. Freelance AI and data science engineer based in France. Passionate about the power of data and the possibilities offered by artificial intelligence, I support my clients in their optimization, automation, and in-depth data analysis projects.

Key skills:

**Data Scraping and Analysis**: Creation of high-performance algorithms to extract and organize complex data from various sources.
**AI, Machine Learning, and Deep Learning**: Development of advanced predictive models, tailored to your specific needs, particularly in classification, fraud detection, and flow forecasting.
**Data Visualization**: Design of interactive and intuitive dashboards to make your data understandable and actionable.
**DevOps**: Deployment and dockerization of your applications on cloud environments like Microsoft Azure to ensure performance and scalability.

Why work with me?

My approach combines technical rigor, strategic vision, and clear communication. Whether you are a start-up, an SME, or a large company, I strive to provide tailor-made solutions with a measurable impact on your business.

Languages

French
Native or bilingual
English
Fluent

Workplace preferences

Can work on-site

Le Havre (up to 50km), Paris (up to 50km), Annemasse (up to 50km)

Digifab
GenAI Architect
EDUCATION AND E-LEARNING
January 2024 - Today (2 years and 5 months)
IT Training Platform project with innovative technologies.
**Development**: Implementation of specialized pipelines in Python according to content type, with centralized orchestration. (Gemini, Claude, ChatGPT, Perpexity...). Automated generation of training content using GenAI tools.
**DevOps**: Implementation of a containerized infrastructure with Docker and orchestration for continuous deployment of new features. Cloud storage of content with Scaleway.
**Data Visualization**: Development of an LMS for content visualization and exploitation.
Machine learning Generative AI AI Chatbot Python DevOps
Paris je t'aime
Artificial Intelligence Consultant
TRAVEL AND TOURISM
February 2023 - January 2024 (11 months)
France
The OTCP offers information and services for visitors
**Mastery of Algorithms and Programming**: Automation of team tasks via a robot. Creation of a competitive benchmarking tool.
**Machine Learning / Deep Learning**: Predictive modeling for ticketing stocks and tourist flows.
**Data Visualization**: Design of web applications to analyze robot actions and the benchmarking tool.
**DevOPS**: Dockerization and deployment of applications on Microsoft Azure (CD).
Headn
Artificial Intelligence Consultant
EDUCATION AND E-LEARNING
November 2022 - January 2023 (2 months)
France
Headn specializes in training and guidance in meaningful careers.
**Mastery of Algorithms and Programming**: Development of data collection algorithms from Glassdoor and other sources.
**Deep Learning**: Analysis of employee comments about their company, using artificial intelligence (text classification), to deduce several characteristics about the meaning of the company's action for society in general. This data analysis helps learners choose a company that best matches their values.