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Goulven G.GG

Goulven G.

Data Science, Private AI & LLM Deployment

€650/day
9 projects
Clermont-Ferrand, FR
8-15 years
Data Cleaning and Preprocessing
AI Audit
LLM Integration
Automation
AI Agent

Average response time: 1 hour

Freelancer profile translated to English.
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About Goulven

The variety of my interests and professional experiences has shaped a versatile profile, allowing me to offer a wide range of services (non-exhaustive list):

*Private LLM Deployment:I help you set up a private generative AI service, on-premises or in a sovereign cloud, to help you control your costs and data;

*AI Audit:I verify that your AI or ML systems are correctly configured and functioning optimally;

*Debugging (all techs):Many developers hate it, but I love puzzles! :)

*Data Science:I analyze your data to extract its essence;

*DS Audit:I review your DS analyses, providing my comments and suggestions;

*Automation:With or without AI agents, I relieve you of repetitive tasks;

*Scraping:While not the most glamorous service, web scraping often presents a real challenge;

*Data Cleaning:An essential prerequisite for any solid analysis;
  • etc.
Digital and IT Services
Digital Business Models
Consulting and Audits
Software Publishing
Education Companies

  • French

    Native or bilingual

  • English

    Fluent

  • Chinese

    Basic

Remote only
Primarily works remotely

Experience

  • DocMeThis
    Founder & Lead AI Architect
    SOFTWARE PUBLISHING
    February 2026 - Today (6 months)
    Clermont-Ferrand, France
    DocMeThisis apremium**code documentation** solution.

    It is aimed at companies and freelancers who understand that documentation is not a secondary deliverable, but a **strategic asset**: code understanding, knowledge transfer, product quality, and team continuity.

    DocMeThis allows for the creation and maintenance of **rigorous technical and user documentation**, with editorial responsibility ensured by automated control mechanisms and **human validation**.
    LLM User Documentation Technical Documentation Prompt Engineering R&D
  • CGI Clermont-Ferrand
    Senior Digital & Data Consultant
    DIGITAL AND IT
    June 2023 - February 2026 (2 years and 8 months)
    Clermont-Ferrand, France
    Long-term assignment for a local tire manufacturer, focused on thedevelopmentandreliabilityof telematics and geospatial data analysis tools:
    • Exploratory **analysis notebooks**;
    • Cleaning and evolution of an internal telematics analysis framework (significant work correctingcalculation errors and physical assumptions, signal processing) now used by several teams;
    • Development of a road network graph segmentation framework;
    • Design of Streamlit applications for business decision-making (demonstrators);
    • Setting up a geomatics server from scratch.

    In parallel, self-training in **LLMs & AI explainability**.
    Geomatics Debugging Data Exploration AI Explainability R&D
  • Agaetis
    Data Scientist / Data Engineer
    DIGITAL AND IT
    April 2020 - May 2023 (3 years and 1 month)
    Clermont-Ferrand, France
    Data developmentandconsultingmissions in constrained industrial contexts:
    • Design of an **installation placement optimization demonstrator**, validating the feasibility of the use case for the client;
    • Development of a telematics data acquisition monitoringdashboard**, implementation of a wear model from scientific literature, and data analysis for a **predictive maintenanceproject;
    • Role of **GDPR Technical Referent**: implementation of governance rules, processing and productization of datasets for a data commercialization platform;
    • Development of a tire pressurerecommendation APIbased on business rules.
    Data Exploration Data Governance GDPR Compliance Dashboard Creation POC
Check out Goulven's experience

Reviews

5.0

Out of 9 ratings

FlorentF

Florent

ma formation dpc

Reviewed on 3/25/2020

Another very good experience with Goulven. We highly recommend him!!!
FlorentF

Florent

ma formation dpc

Reviewed on 1/9/2020

Another great experience with Goulven. Fast and efficient as in previous missions.
Show all 9 reviews

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Education

  • PhD in Particle and Astroparticle Physics
    University of Strasbourg
    2010

Certifications

Goulven's certifications are only visible to Malt Community members

Skill set

AI and Advanced Analytics
Data Visualization
Model Optimization
Model Training and Evaluation
Deep Learning
Algorithms and Data Structures
AI Training
Web Scraping
Backend Service Development
External API integration
Performance Optimization
Scripting Automation
Batch Processing
Data integration (ETL, ELT and data warehousing)
Data Integrity and Governance
Web scraping
Prompt Engineering
Exploratory Data Analysis
KPIs and Metric Definition and Monitoring
LLM
LLMs
Python
Bash
Python Programming
SQL
PostgreSQL
PostgreSQL/PostGIS
Geomatics
LLMOps
Git
GitHub
Gitlab
Github Actions
Dataiku
Azure Databricks
Jupyter Notebooks
Pandas
OpenAI
vllm
GNU/Linux
Linux
REST
SOAP
GraphQL
Power Automate

Categories