Freelancer profile translated to English.
Back to original languageAbout Nasreddine
Key Projects in Data Science and AI
- Documentary RAG Chatbot: Development of a chatbot to facilitate document search.
(ChatGPT, GPT-4o, Azure OpenAI, Python, FastApi, RAG, LLM, LangGraph)
- Administrative Optimization: Implementation of automatic classification and extraction solutions for interim documents to optimize the registration process.
(Azure AI Document Intelligence, Python, FastApi, Azure AI vision)
- Interim Profile/CV Search Agent: Querying vector databases via a natural language chatbot.
(Python, front: chainlit, LLM, Azure OpenAI, GPT-4o, Azure AI Search)
Data Scientist with Expertise in Process Optimization
- Professional Experience: 3 years at Groupe Adéquat: Development and deployment of AI models to optimize business processes and increase operational efficiency.
Technical Skills:
- Python: FastAPI, Pandas, API, ML, machine learning
- Microsoft Azure AI: Use of Azure OpenAI SDKs, Document Intelligence...
- Azure DevOps: Git, Repos, Pipelines Management
- Databases: SQL
- Data Visualization / BI: Qlik Sense
- GPT models: Exploiting multimodal capabilities for innovative solutions
French
Native or bilingual
English
Fluent
Spanish
Conversational
Remote only
Primarily works remotely
Experience
- Groupe AdéquatData Scientist / Azure AIHUMAN RESOURCESFebruary 2022 - Today (4 years and 3 months)Lyon, France⮞ Development, integration, and deployment of AI solutions⮞ Automation and implementation of reporting and dashboards via Qlik Sense⮞ Artificial Intelligence (AI) Projects:✧ Implementation of a documentary process automation tool with document classification and text extraction (OCR) to assist users (administrative staff) in entering interim employee information (ID card, social security card, passport, admin documents...).✧Technical stack: Azure AI Document Intelligence (OCR), Azure AI Custom Vision (Classification), Python (Pandas, FastAPI,...), Azure DevOps (repo, pipeline, git, CI/CD)✧ Implementation of a documentary search chatbot (RAG) that allows users to ask questions about internal documents to optimize search time.✧Technical stack: Azure AI Document Intelligence (OCR), Azure OpenAI (LLM), Azure AI Search, Python (Pandas, FastAPI,...), Azure DevOps (repo, pipeline, git, CI/CD)⮞ Ongoing AI Projects:✧ Querying a relational database with an LLM✧ Candidate CV classification✧ Extraction of information from candidate CVs (NER)✧ CV - Job Matching✧ Forecasting⮞ Business Intelligence (BI) Projects:✧ Implementation of automated periodic reporting (turnover, workplace accidents, number of temporary workers, invoicing, working hours...) for various internal departments and clients: Data Extraction, Transformation, Modeling, and Visualization.✧Technical stack: Qlik Sense, Nprinting, SQL
- DimecBI ConsultantENERGY AND UTILITIESMarch 2023 - January 2024 (10 months)- Creation of a connection between Power BI and ArcGIS- Automation of geographic information extraction.- On-demand support
- ENDEL ENGIEProject BuyerENERGY AND UTILITIESSeptember 2014 - January 2021 (6 years and 4 months)Purchasing of materials and subcontracts for various construction or maintenance projects of energy production sites. Mainly piping-welding / Scaffolding / Technical Assistance.Including 1 year in South Africa- [ITER PROJECT]: Client ITER - Cadarache - FRANCE- [EDEN BOX PROJECT]: Client ELENGY - Fos-sur-Mer - France- [EPR FA3]: Client EDF - Flamanville - France- [KUSILE PROJECT]: Client General Electric - Mpumalanga - South Africa- [PHENIX PROJECT]: Client CEA - Bagnols-sur-Cèze - France
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Education
- Développeur IAÉcole IA Microsoft by Simplon2023Détail de la formation en suivant ce lien: https://simplon.co/formation/ecole-ia-microsoft/23
- Ingénieur en génie industrielÉcole Nationale d'ingénieurs de Tarbes2014