Freelancer profile translated to English.
Back to original languageAbout Antoine
Former Accounting Manager, I am now completing my career change as a Data & Artificial Intelligence Project Manager. With 25 years of experience in financial management and analysis, I have acquired professional rigor and solid expertise in understanding business data. Currently in a work-study program as a Data Analyst / AI Project Manager, I combine technical skills and business vision to provide innovative and operational solutions.
Data Analysis & AI Skills:
Databases & Languages: SQL, MySQL, SQLite, Python (Pandas, NumPy)
Machine Learning & Deep Learning: Scikit-learn, TensorFlow, PyTorch
NLP & Generative AI: NLTK, spaCy, LangChain, LangGraph, LLM (Mistral, LLaMA, Gemma)
Data Science & Visualization: Power BI, Streamlit, Matplotlib, Seaborn, Plotly
Data Engineering & Cloud: Python ETL, DBT, AWS (S3, Redshift), Advanced Excel
Work Methodologies: Agile Methods (Scrum), project management, reporting automation
Complementary Tools: Git, VBA
French
Native or bilingual
English
Fluent
Arabic
Native or bilingual
Can work on-site
Nantes (up to 50km)
Experience
- Dekra industrialData Analyst / AI Project ManagerSeptember 2024 - Today (1 year and 9 months)Orvault, FranceDevelopment of Python ETLs automating data collection and transformation, Power BI visualization.Integration of NLP and Generative AI models (Mistral, Llama3, Gemma) for document summarization. Fine-tuning of a BART model for summarizing PDF tender documents. Creation of internal Streamlit applications: tender summarization, CV analysis, HR chatbot (OCR, NLP, LLM, local RAG via LangChain + Ollama). Project management of AI projects and collaboration with business teams from technical design to the final user interface.Creation of Power BI dashboards for monitoring commercial KPIs, as well as variance analysis and construction of performance indicators for regional teams.
- BayWa r.e FranceAccounting ManagerSeptember 2015 - December 2023 (8 years and 3 months)Paris, FranceSupervision of general and subsidiary accounting for 80+ entities (management and control of monthly closings). Digitalization of financial processes: invoice dematerialization (Yooz), software integration (Cegid, Ebics). Production of IFRS & French GAAP financial reporting for international headquarters. Automation in VBA: significant reduction in accounting processing time and improved reporting reliability.
- Thomas CookAccounts Payable ManagerJanuary 2012 - January 2014 (2 years)Paris, France- Supervise the outsourcing of part of the accounting to India and the other part through dematerialization in France.- Manage an accounting team of 2 people.- Justify and analyze monthly expense accounts, aging balances, and fixed assets.- Work in close collaboration with management control for the analysis of cost centers, budget preparation, monthly and annual internal reporting.- Implement new procedures and update existing internal procedures with the ERP change (SAP).
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Education
- Data & AI Project Manager (Master 2)Simplon A Distance2025Chef de projet en DATA & IA (Master 2)
- Bachelor's degree in Accounting and Management ControlWild code school2024Licence en comptabilité et contröle de gestion