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François KleinFK

François Klein

Machine learning, data, algorithms consulting

€940/day
Nantes, FR
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About François

Expert in artificial intelligence (Machine Learning, Algorithms, Data), but also product and business strategy, particularly for start-ups.

I will help you leverage your data, optimize your processes, and develop your software innovations.

All information on my website: necplusia.fr

Four areas of intervention
- internal training
- preliminary studies
- project launch and monitoring
- evaluation of partners and competitors

  • training
Discover how to exploit your data, introduce your executives to Machine Learning concepts, establish a Data culture in your company.
- personalized training on AI, its challenges, and what can be expected from it
- interventions to evangelize the importance of data, and teach your employees to generate, share, and leverage it
- more advanced and technical introductory training to Machine Learning

  • studies
Benefit from strategic advice, and develop new high-value-added features that leverage all the knowledge accumulated in your data.
- discovery and analysis of possibilities taking into account your company's constraints and strategy
- product architecture, feasibility and cost estimation

  • projects
Plan your steps, size your team, decide what skills you need, manage unforeseen events and iterative improvements, realign your objectives with agility based on discoveries.
- assistance in recruiting Data profiles
- co-management of your projects and products (product management)

  • evaluation / monitoring
Analyze your potential suppliers and partners, conduct your competitive intelligence, discover the strengths and weaknesses of other companies.
- comparative study of your competitors' ML strengths
- analysis of market solutions to decide between internal implementation and using a supplier
  • French

    Native or bilingual

  • English

    Fluent

  • German

    Basic

  • Japanese

    Basic

Can work on-site
Nantes (up to 50km), Nantes (up to 100km), Rennes (up to 20km), Vannes (up to 30km), Paris (up to km)

Experience

  • iAdvize
    IA Product Manager
    SOFTWARE PUBLISHING
    May 2018 - May 2020 (2 years)
    Nantes, France
    Owner of the product vision related to machine learning / algorithms and data.
    Management of a team of data scientists, developers, and ML engineers.

    Projects carried out:
    - around natural language processing (chatbots, characterization of conversations to extract information, response recommendation)
    - around visitor targeting
    Team management Product management Machine learning Data science User Experience Design Strategic planning
  • Happy Blue Fish
    Head of Data Science
    VIDEO GAMES AND ANIMATION
    June 2017 - May 2018 (1 year)
    Rennes, France
    Initiation of a new strategic project in start-up mode:
    SaaS service to personalize video game parts for each player.

    Definition of the framework, experiments, development of the first models and simulators, recruitment, management of external stakeholders
    Machine learning Data science Product development Back-End Development Business strategy Positioning strategy
  • Affinity Engine
    Development Manager / R&D Data Scientist
    E-COMMERCE
    March 2013 - September 2016 (3 years and 6 months)
    Vannes, France
    Initial research then development of semantic recommendation SaaS services.
    Testing, monitoring, responsible for solution performance.
    Python Elasticsearch research semantic

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Education

  • General Engineer
    Ecole Centrale de Nantes
    2004
  • DEA Artificial Intelligence
    Université Nancy 1
    2005

Skill set (30)

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