Grégoire Duhamel

Grégoire Duhamel Email and Phone Number

Data Scientist @ ADEO
Lille, FR
Grégoire Duhamel's Location
Greater Lille Metropolitan Area, France
Grégoire Duhamel's Contact Details

Grégoire Duhamel work email

Grégoire Duhamel personal email

n/a
About Grégoire Duhamel

In my view most problems can be solved in a few lines of code. For the rest? Still code, but we call it an ML model.ML Engineer with 10 years of experience in software and data projects, I love using Machine learning and building automated pipelines either as software engineer or project manager pursuing Automation to spare people repetitive tasks.I am working on this as a consultant to: ▪️ Integrate available cloud AI features in existing processes ▪️ Build custom ML models on existing data ▪️ Design integrated end-to-end AI solutionsAlways happy to share and work on such subjects.

Grégoire Duhamel's Current Company Details
ADEO

Adeo

View
Data Scientist
Lille, FR
Website:
adeo.com
Employees:
82021
Grégoire Duhamel Work Experience Details
  • Adeo
    Data Scientist
    Adeo
    Lille, Fr
  • Extern Sn
    Ai Engineer
    Extern Sn Oct 2023 - Present
    Lille
    Developed AI solutions for startups and SMEs, successfully implemented to address the strategic needs of leading enterprises.▪️ 𝐀𝐈/𝐌𝐋 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭𝐬- Designed an intelligent ecosystem for automatic analysis of document corpora, checking relevance of tenders to specific requirements. Leveraged specialized LLMs, Retrieval-Augmented Generation (RAG), and Chain of Thought (CoT) reasoning : manual processing time reduced by 30x, accuracy at 80%⁺.- Created a post-training enhancement solution combining real-time practice and feedback. Integrated voice recognition, speech synthesis, and generative AI fine-tuned to the methodology.- Developed a high-frequency computer vision tracking system for a phygital game in Family Entertainment Centers : millimeter-level accuracy at 60 FPS.- Automated the generation of hybrid datasets, creating semi-synthetic, anonymized training data for fine-tuning NER models and large language models (LLM).▪️ 𝐀𝐈 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞- Conducted business process analysis for SMEs to identify opportunities for AI integration across diverse industries, including construction, healthcare, and food services.- Designed and deployed an on-premise inference server, optimized for specialized large language models (LLM).▪️ 𝐒𝐨𝐟𝐭𝐰𝐚𝐫𝐞 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠- Acted as Product Owner for an intelligent data discovery and compliance solution, built on advanced AI models.
  • Extern It
    Ai And Devops Team Leader
    Extern It Sep 2020 - Present
    Lille Et Périphérie
    I develop ERP-modules and ML-based solutions with my team while driving various IT projects for our clients.▪️ 𝗗𝗲𝘃𝗢𝗽𝘀 / 𝗠𝗟𝗢𝗽𝘀 𝗮𝗰𝘁𝗶𝘃𝗶𝘁𝗶𝗲𝘀- Designed 𝘊𝘐/𝘊𝘋 𝘱𝘪𝘱𝘦𝘭𝘪𝘯𝘦 relying on Git, Runners, Docker Hub and Kubernetes- Building and deploying containers serving ERP and ML solutions on our Kubernetes cluster- Integrating ERP for several companies and developing modules▪️ 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗹𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝘂𝘀𝗲 𝗰𝗮𝘀𝗲𝘀- Automated document classification with 𝘚𝘪𝘢𝘮𝘦𝘴𝘦 𝘯𝘦𝘶𝘳𝘢𝘭 𝘯𝘦𝘵𝘸𝘰𝘳𝘬 with both text and visual: 18 million documents categorized- Built a realtime Anomaly detection model leveraging 𝘢𝘶𝘵𝘰𝘦𝘯𝘤𝘰𝘥𝘦𝘳 fed with 𝘸𝘰𝘳𝘥 𝘦𝘮𝘣𝘦𝘥𝘥𝘪𝘯𝘨𝘴: 100% relevant so far- Helped trainee to practice using 𝘕𝘓𝘗 and 𝘙𝘕𝘕 by classifying written sentences against expected categories- Developed a 𝘋𝘦𝘧𝘢𝘶𝘭𝘵 𝘱𝘳𝘦𝘥𝘪𝘤𝘵𝘪𝘰𝘯 𝘮𝘰𝘥𝘦𝘭 for a specific Leasing market▪️ 𝗥𝗼𝗹𝗲𝘀 𝗮𝘀 𝗜𝗧 𝗰𝗼𝗻𝘀𝘂𝗹𝘁𝗮𝗻𝘁- Information system Architect: I connect software and data sources, find the right building blocks for my clients.- IT Project manager: I lead a few projects, mainly related to software development- 𝘎𝘋𝘗𝘙: I ensure compliance exchanging view with DPO ant IT about security or processes such as anonymization
  • Extern It Consulting
    It Consultant
    Extern It Consulting Sep 2017 - Sep 2020
    Région De Lille, France
  • Université Catholique De Lille
    Erp Support Team Leader, Project Manager
    Université Catholique De Lille Jan 2016 - Sep 2017
    I was managing the technical part of ERP integration project, I then took the lead of the team in charge of software maintenance.▪️ 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗺𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁- Integrated the new ERP from a technical perspective, handling and managing: Data Import, Data exchange, Access Control list, …- Found the right ECM tool for digital archives management▪️ 𝗗𝗮𝘁𝗮 𝘃𝗶𝘀𝘂𝗮𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻 / 𝗞𝗣𝗜- Built a Data Warehouse, Data engineering with SSIS ETL as data pipeline- Extracted KPIs and Dashboards with cloud Dataviz solutions▪️ 𝗧𝗲𝗮𝗺 𝗹𝗲𝗮𝗱- Knowledge management: as the team acquired skills company gained more autonomy, halving the run cost tied to software editor expertise over a year- Improved QOL with a predictive assistance system offering help before a user needed to reach out
  • Université Catholique De Lille
    Software Project Manager
    Université Catholique De Lille Aug 2014 - Jan 2016
  • Auchan
    It Analyst
    Auchan Feb 2014 - Aug 2014
    Villeneuve D'Ascq
    I worked with QA Team to improve malfunctions monitoring and fixing in an international context.- Monitored Quality with a daily meeting with India, kept a written report up to date- Designed Integration tests and complex testing scenarii design, traveled to Bangalore for execution
  • Direxi
    It Project Manager
    Direxi Feb 2012 - Feb 2014
    Wasquehal, Hauts-De-France, France
    I designed software and middleware in a service-oriented architecture built on cloud services focused on low latency data collection and distribution.▪️ 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗺𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁- Led CRM project development involving data exchange with 10+ companies and services- Deployed cloud-based softphones solution for customer relationship department- Managed the ESB rework project: achieved 10x faster transactions with better maintainability and traces

Grégoire Duhamel Education Details

Frequently Asked Questions about Grégoire Duhamel

What company does Grégoire Duhamel work for?

Grégoire Duhamel works for Adeo

What is Grégoire Duhamel's role at the current company?

Grégoire Duhamel's current role is Data Scientist.

What is Grégoire Duhamel's email address?

Grégoire Duhamel's email address is gd****@****n-it.fr

What schools did Grégoire Duhamel attend?

Grégoire Duhamel attended Epsi - L'école D'ingénierie Informatique, Epsi - L'école D'ingénierie Informatique.

Who are Grégoire Duhamel's colleagues?

Grégoire Duhamel's colleagues are Valentina Chistyakova, Peggy Jouniaux, Caroline Sautelet Roncaglione, Javier E. Mena, Clarence Lee, Carole Boudeau, Said Didou.

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