Freelancer profile translated to English.

Description

Python Developer with approximately 5 years of experience, having led 5+ Web Development projects. Known for fast learning and ability to complete projects. Proficient in Python, Microservices, and AI integration, with a growing interest in project management.

Industry field of expertise

Languages

French
Native or bilingual
English
Native or bilingual
Arabic
Native or bilingual

Workplace preferences

Can work on-site

Paris (up to 50km)

engie
Python Developer | Client Solutions
ENERGY AND UTILITIES
October 2024 - Today (1 year and 8 months)
Paris, France
Transforming the world's largest district cooling network by leveraging data and automation to achieve unprecedented performance:
Automating critical processes using Python scripts, ensuring real-time updates of essential data and enabling proactive decision-making.
Developing a Jupyter web application to simplify network updates, eliminating 2 hours of manual work per day and significantly improving operational efficiency.
Enhancing performance KPIs by analyzing data, identifying optimization opportunities, and providing actionable insights with a direct impact on system efficiency.
Keywords: Python, Pandas, Jupyter, Docker, IPython, IPYwidgets, Excel, AWS, Voila
ELYADATA
Python Developer
BANKING AND INSURANCE
July 2022 - September 2024 (2 years and 2 months)
Tunis, Tunisia
Leading 4 different projects, combining software engineering, data science, and project management skills, to deliver top-tier products for 3 distinct clients:
Insurance Pricing Modernization (MS Amlin Ltd):
Developing an automated MLFlow pipeline for customer data collection and preparation.
Implementing a microservice architecture to serve analytics on 1M+ data rows.
Improving platform response times by +40% through a performance testing suite.
Keywords: Microservice, FastAPI, SQLAlchemy, Data Engineering, Azure Databricks, Gatling, Pact, MLOps
RAG-enabled LLM Chatbot (Internal):
Leading the creation of an LLM platform for data querying, generating 20+ leads.
Developing RAG-based components to provide context for chat responses.
Managing project delivery, team integration, and stakeholder expectations.
Organizing regular client updates, boosting satisfaction and engagement by 30%.
Keywords: Software, Scrum, REST APIs, Git, Docker, Mock Server, LLMs, RAG, Vector DB, CI/CD
Industrialization of Insurance Models (Allianz):
Creating an architecture for hosting 5+ AI predictive multi-task models.
Integrating a scalable system to accommodate future data requirements.
Establishing a comprehensive documentation process enabling project go-live.
Real-time Transcription of Multilingual News Feeds (Internal):
Participating in the development of real-time streaming pipelines for 10+ news channels.
Collaborating on the creation of orchestration pipelines to deliver up-to-date analytics.
Developing a notification system with 10K+ daily alerts on selected topics.
Medilsys
Data Scientist
February 2022 - June 2022 (4 months)
Tunis, Tunisia
Collaborating on the development of 3 different AI initiatives, ranging from healthcare projects to NLP conversational assistants:
Internal: Leading an R&D initiative on the correlation between COVID-19 biomarkers and Alzheimer's disease detection, authoring a scientific paper detailing project findings and applied methodologies.
Client (Intertech Venture): Designing and implementing an NLP-powered conversational agent, providing in-depth insights to over 100 clients seeking information on Intertech's product catalog.
Keywords: Python, Research and Development (R&D), Pandas, Scrum, Machine Learning, NLP, RASA, Data Engineering, Microsoft SQL Server