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Paul MochkovitchPM

Paul Mochkovitch

AI Engineer & Architect | RAG & LLM Agents

€800/day
Paris, FR
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Paul

Do you want to accelerate the deployment of your AI solutions for your business teams?

I help ETIs and large groups move from AI intention to production solutions: diagnosis, architecture, deployment, skills transfer. I develop sovereign AI systems hosted on your own infrastructures.

Official partners: n8n, Cloudera and HEX

What I can do for you:
  • AI Strategy & roadmap: maturity diagnosis, identification of high ROI use cases, roadmap
  • GenAI Architecture and developments: multi-agent systems, advanced RAG, LLM fine-tuning, MLOps pipelines
  • Data platform: modern data architecture (dbt, Snowflake, Airflow), analytics engineering
  • AI Audit: performance evaluation, algorithm optimization, technical choice challenge
What sets me apart:
  • Co-founder of **Molia**, an AI consulting firm — I can work alone or mobilize a team of experts
*10 years in Data(Head of Data Shapr, VP Data Le Wagon)
  • Co-founderMeetup GenAI Network (2,000+ generative AI experts)
  • Host of the podcastParoles d'IA
*Expert Diag Data & IAreferenced by Bpifrance
  • Engineer in Applied Mathematics (Ecole des Ponts ParisTech) and specialization in AI Engineering & MLops (Télécom Paris)
Recent projects:
  • **Tessi Technologies**: technical audit of Document AI algorithms (OCR, RAD, LAD), architecture evaluation, optimization roadmap
  • **Brevo**: design and development of a multi-agent system for support automation
  • **Lesaffre**: implementation of an intelligent document management system (extraction, automatic classification)
  • **n8n**: implementation of a semantic layer and deployment of the HEX analytics solution
Have a project, a question, or just want to discuss your AI challenges? Contact me now!
  • French

    Native or bilingual

  • English

    Fluent

Can work on-site
Paris (up to 50km)

Experience

  • Molia
    Co-founder and Technical Lead
    CONSULTING AND AUDITS
    June 2024 - Today (2 years)
    Paris, France
    Consulting firm specializing in the development of sovereign AI solutions for the business teams of ETIs and large groups(EDF, Lesaffre, Brevo, Tessi, AMI Paris, etc.). We design, integrate, and deploy AI solutions directly on our clients' infrastructures — from identifying business needs to production.

    Official partners: n8n, Cloudera, and HEX.

    Projects carried out:

    *Tessi Technologies (BPO)— Strategic audit of the Document AI offering: analysis of OCR/RAD/LAD algorithms, competitive benchmarking, organizational audit, transformation roadmap.

    *Brevo (SaaS)— AI-powered customer support automation for 5,000 users: multi-agent architecture in production (Docker, FastAPI, Kubernetes), multimodal Agentic RAG, continuous evaluation pipeline (LangFuse).

    *Lesaffre (Pharma/Biotech)— R&D knowledge management platform: M-Files DMS deployment on AWS, patent and scientific article integration pipelines, intelligent search via RAG, selection of vertical AI solutions by Business Unit.

    *n8n (SaaS)— Data Platform structuring: redesign of data foundations in BigQuery via dbt Cloud, semantic layer, deployment of Hex as a self-service BI tool.

    *Ami Paris (Fashion/Retail)— Data Platform and BI steering: Snowflake + Airflow architecture, Retail ingestion pipelines, PowerBI dashboards, change management with business teams.

    *Datanumia — EDF Group (Energy)— Analytics engineering and energy recommendation systems: dbt modeling, Redshift data platform, pipelines, CI/CD and automated testing.

    *SMEs/ETIs via Bpifrance— Data & AI strategic diagnostics (10 days/company): maturity, high ROI use cases, transformation roadmaps.
    LLM MLOps AI Audit RAG AI Agents
  • Bpifrance
    Expert Diag Data & IA
    BANKING AND INSURANCE
    June 2025 - Today (1 year)
    Paris, France
    Expert referenced to support SMEs and ETIs in their data and AI strategy through the subsidized Bpifrance program.

    Interventions carried out (10 days/company):
    • Data and AI maturity diagnosis: architecture, skills, governance, processes
    • Identification of high ROI AI use cases tailored to the company's sector and ambitions
    • Development of strategic roadmaps with business prioritization
    • Consulting on target architecture choices and technical stack
    • Organizational recommendations: recruitment, training, processes
    • Support on responsible AI and compliance

    Sectors supported: manufacturing, fintech, e-commerce, professional services
    AI Audit Diagnosis BPI Roadmap Data Modeling
  • Le Wagon
    VP Data & Education
    EDUCATION AND E-LEARNING
    June 2022 - January 2025 (2 years and 7 months)
    Paris, France
    Director of the educational strategy for the European leader in tech training (26,000+ alumni, 40+ cities).

    Transformation & Leadership
    • Development of the Le Wagon for Business offering: customized Data & AI training for the digital transformation of CAC 40 companies and large organizations
    • Management of a team of 8+ Content Project Managers and Solutions Engineers
    • Steering of the content roadmap and development budget
    • Technical reference in generative AI: structuring the GenAI training offering
    • Creation of an internal Innovation Lab to transform the company into AI-first

    Technical Achievements
    • Development of an intelligent educational chatbot (OpenAI, LangChain, PG Vector)
    • Implementation of the complete data stack: Airbyte ETL, Airflow orchestration, BigQuery, dbt, Metabase
    • Co-authoring the Data Analytics bootcamp (9 weeks, 400+ hours of content)
    • Training for major clients: La Banque Postale (VBA → Python migration), Van Cleef (Looker)
    DBT Big Query Training Artificial Intelligence Content Manager

Recommendations

Tuka BadeTB
Alexandre V.AV
SC
Tuka Bade and 2 other people have recommended Paul

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Education

  • AI Engineer & MLops
    Telecom ParisTech
    2015
    Master Spécialisé en Data Science / IA
  • Engineer in Applied Mathematics
    École des Ponts ParisTech
    2015
    Mathématiques financières et algorithmes

Certifications

Skill set

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