Freelancer profile translated to English.
Back to original languageAbout Ignace
Data Scientist, AI Engineer ⭐
📊 Expertise in machine learning, deep learning, automation, and data analysis.
🏆4 years of experience in projects across various sectors including finance, purchasing, and healthcare.
⚡Passionate and constantly keeping up with technological advancements
✅Experience in large companies/schools:
- Vinci Concessions
- Bouygues Telecom
- ESILV (Higher Engineering School Léonard-de-Vinci)
My skills
- Data Science
- Data Analysis / Visualization
- LLM
- Computer Vision
- RPA
Project examples 🦾
- RAG OpenAI (Azure)
- Computer Vision (OCR) on invoices/quotes
- RPA workflow automation (Automation Anywhere)
- Implementation of reporting on Tableau and Teradata/GCP
Who am I?
- 📊 Data Scientist passionate about extracting knowledge from data
- 🤖 RPA Automation Developer
- 📚 Lecturer in Applied Data Analysis in an engineering school
Available and responsive on Malt, LinkedIn, and by email.
I respond in less than 1 hour, shall we discuss? 📞
French
Native or bilingual
English
Fluent
Spanish
Conversational
Tamil
Native or bilingual
Can work on-site
Paris (up to 50km)
Experience
- Bouygues TelecomData Scientist / RPA EngineerTELECOMMUNICATIONSSeptember 2021 - Today (4 years and 9 months)Meudon, France• Development of an innovative project around Retrieval-Augmented Generation (RAG) using Azure services.• Implementation of machine learning models and data-driven solutions to extract information from vast datasets, with a particular focus on NLP and document extraction (OCR), such as invoices, quotes, etc.• Creation and implementation of interactive dashboards with Tableau and the Teradata data warehouse, enabling clear and precise data visualization, as well as automated report generation.• Optimization of data analysis and preprocessing processes to ensure data reliability. This led to data enrichment and a 50% reduction in processing time.• Management of an apprentice engineer, providing mentorship and guidance to develop their technical and project management skills.• Several workflows and automation processes were carried out using RPA tools such as Power Automate and Automation Anywhere, resulting in a 40% reduction in resource utilization.
- ESILV - Ecole Supérieure d'Ingénieurs Léonard de VinciLecturer - Applied Data AnalysisEDUCATION AND E-LEARNINGJanuary 2024 - May 2024 (5 months)Courbevoie, France• Teaching a complete data analysis module for fourth-year engineering students, using tools such as Python, SQL, and Streamlit.• Evaluating student progress through practical assignments and projects, with an emphasis on data-driven decision-making strategies.
- VINCI ConcessionsAssistant Data Manager MOAREAL ESTATEMay 2021 - August 2021 (3 months)Rueil-Malmaison, France▪ Management of an ERP tool - Argos project, overseeing key stages and collaborating with technical and financial teams to ensure timely completion.▪ Implementation of dynamic project tracking reports using Power BI, enabling team members to monitor project progress and make data-driven decisions.▪ Conducting user tests and writing and updating acceptance reports to ensure that projects such as the Finance ERP tool meet user needs and achieve their objectives.▪ Formalization of procedures for continuous data quality control.▪ Implementation of new data storage procedures and protocols, as well as regular audits to ensure compliance with company standards and regulations.▪ Improvement of data quality by establishing data dictionaries and metadata, and ensuring that data is easily accessible.
Reviews
Recommendations
+5
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Education
- Computer Engineering Degree · Artificial Intelligence and Big DataECE Paris2023• Programme : Data Science, Machine Learning/Deep Learning, Data Mining, Big Data (Spark, Hadoop), Cloud Computing, DevOps, Réseaux et Sécurité, Système d’exploitation
- Academic Exchange Semester · Artificial Intelligence and Machine LearningINSEEC.U London2021• Programme : IA (apprentissage automatique, Computer Vision et robotique, traitement du langage naturel), programmation orientée objet (Python, Java), statistiques et probabilités, leadership et gestion. • Classé premier dans le module d'intelligence artificielle, démontrant une maîtrise des concepts avancés de l'IA et des projets d'application.
Certifications
- DeepLearning.aiLangChain Chat with Your Data2023
- DeepLearning.IAAnalyze Datasets and Train ML Models using AutoML Certificate2023