About Yoansen
French
Native or bilingual
English
Fluent
Experience
- Cabinet d’expertise comptableData analystDIGITAL AND ITSeptember 2024 - September 2025 (1 year)Paris, FranceI designed and deployed an intelligent PDF data extraction workflow combining advanced OCR and LLM, orchestrated via n8n, to standardize and automate the processing of heterogeneous financial documents (invoices, bank statements, reports…).The process begins with automatic PDF retrieval (upload, email, or monitored folder), followed by OCR extraction via Mistral OCR or PaddleOCR, capable of reconstructing key structures: tables, amounts, dates, labels. The raw data is then interpreted by an LLM responsible for normalizing fields (date formats, labels, amounts), detecting inconsistencies, and transforming the extracted information into a standardized schema, identical for all documents.The workflow includes automatic consistency checks, an error management system, and the generation of the final deliverable (CSV, Excel, or JSON), automatically archived on SharePoint or Drive with team notification.This approach now standardizes 70% of deliverables without human intervention, while drastically reducing extraction time and the risk of manual error.In summary, this solution offers a robust, scalable, and fully automated process, enabling reliable and fast processing of complex documents, directly integrable into existing business workflows.
- Cabinet d’expertise comptableData analystDIGITAL AND ITSeptember 2023 - September 2025 (2 years)Paris, FranceCreation of interactive financial dashboards (Power BI, Excel, MySQL) for tracking revenue, expenses, and cash flow → used by 8+ employees, resulting in a 30% time saving on monthly reporting.Development of a Streamlit application that automatically generates commercial PowerPoint presentations → reduction in slide preparation time from 1 hour to 5 minutes per presentation.Implementation of an intelligent data extraction workflowPDF (OCR + LLM via n8n and Mistral OCR) → 70% standardization of deliverables.
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Education
- Engineering degree specializing in Data & AIECE PARIS2025SQL, Python, Machine Learning, Business Intelligence, DevOps, Bases de données avancées.
Certifications
- Python for Data ScienceDataScientest2023
- Exploratory Statistics with PythonDataScientest2023