Freelancer profile translated to English.

Description

I help you transform your AI ideas into concrete uses:

**🎯 Tailored AI Strategy**: I connect innovative AI uses (automation, customer relations) to your impact objectives.

**❓ User Research / Discovery**: I identify and integrate real user needs from the start using design thinking methods.

**🧑‍💻 Short-cycle MVP Development**: I rapidly build MVPs with adapted architectures (no-code, API) to quickly validate prototypes with real users.

**🏭 AI Industrialization**: I manage all aspects of deploying your AI solutions at scale: technological (LLMOps), recruitment, training, agile/SAFe coaching, etc.

**🙋‍♂️ My Profile**:

+10 years of experiencein data/AI development and product management. Centrale Paris engineer in applied mathematics.

**Varied collaborations**: Airbus Defence & Space, Enedis, Société Générale, public sector (beta.gouv, Ministry of Labor, National Sports Agency), Dailymotion, etc.

**Key skills**: dev (python), UX design, backlog management, product strategy, LLM, RAG, machine learning, coaching.

🚀 Recent Achievements

**Legal Assistant**: Accelerated processing of legal responses for +1000 professionals (RAG technology).

**Appointment Application**: rdv-insertion.fr, an application accelerating the start of integration pathways by cross-referencing data from Cnaf and France Travail: +200k social support appointments offered, used in 63 departments by 1300 agents.

**Data Roadmap**: +100 initiatives identified and prioritized for Airbus Defence & Space.

Industry field of expertise

Languages

French
Native or bilingual
English
Fluent

Workplace preferences

Can work on-site

Paris (up to 50km), Marseille (up to 50km), Lyon (up to 50km), Annecy (up to 50km)

beta.gouv.fr
Product Manager
PUBLIC SECTOR
January 2021 - Today (5 years and 5 months)
Paris, France
I joined beta.gouv (State incubator) as an intrapreneur, tasked with creating new products based on public data. My main achievement is the development of rdv-insertion.fr, a data platform and web application, to facilitate meetings between citizens and administrations.

🔎 Lead on Discovery: +100 potential users interviewed through various means (one-to-one, open labs, webinars).

🏭 Lead on writing, prioritizing, and deploying features.

👥 Recruitment and structuring of a product team: 8 people recruited (developers, data analysts, deployment managers).

💎 Co-construction of the product vision, presented to sponsors: +2.2 million in public funds raised in 2 years.

📈 Growth of the user base from 0 to 100k users, with a significant impact on metrics such as absenteeism rate (from 50% to 10%).
Agile Web Development Team Management Product Management
Dailymotion
Data Scientist
PRESS AND MEDIA
November 2016 - June 2017 (7 months)
Paris, France
Development of a Python tool to annotate Dailymotion's entire video catalog using a graph of 25 million topics. This product streamlined navigation on the site and app.
Python Python Programming Machine Learning Agile Method
Capgemini Invent
Managing consultant - data science
CONSULTING AND AUDITS
September 2017 - September 2020 (3 years and 1 month)
Paris, France
I was a strategy consultant in the "data science and artificial intelligence" practice. Ex. (non-exhaustive) achievements:

🚀 For the newly appointed "Head of Analytics" at Airbus Defense & Space, compiled an actionable roadmap of +100 initiatives within the group: description of use cases, assessment of business maturity and technical implementation difficulty.

📊 360° analysis for the top 3 of these initiatives to validate an investment decision (+3 million euros): business features, business case, technical architecture assessment, and product team setup.

🏦 For the Chief Data Officer of a major French banking group: designed a new group operational model to deploy data science model use cases: implemented new functions (e.g., data ingestion, data governance, data visualization, etc.), and new roles (data scientist, data engineer, data custodian, etc.): +100 people involved, interviewed, and onboarded.
Management Consulting Data Visualization Data Analysis Machine Learning Agile Method

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Ecole Centrale, option mathematiques appliquees
CentraleSupélec
2012
Ecole Centrale, option mathematiques appliquees
Product Management
Join Maestro
2020
Product management

Check out Remi's education

Machine Learning
Coursera
2015
Big Data Architecture Design
Open Class Room
2014

Remi Prebot

Expert product management and AI (LLM, RAG, Agents)

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