Labelia Labs (ex- Substra Foundation) is dedicated to collaborative, responsible and trustworthy data science, and fosters new scientific and economic collaborations.It leads an open initiative on responsible and trustworthy AI since 2019 - now gathering +800 professional and structured with 3 pillars: an open source reference framework, an assessment platform, a label "Labelia - Responsible and trustworthy AI" (7 organizations are certified, as of June 2023).Previously, from… Show more Labelia Labs (ex- Substra Foundation) is dedicated to collaborative, responsible and trustworthy data science, and fosters new scientific and economic collaborations.It leads an open initiative on responsible and trustworthy AI since 2019 - now gathering +800 professional and structured with 3 pillars: an open source reference framework, an assessment platform, a label "Labelia - Responsible and trustworthy AI" (7 organizations are certified, as of June 2023).Previously, from 2018 to 2022, on the privacy-preserving federated learning front, it was part of two research consortia:- HealthChain: gathers French hospitals, research centers and start-ups together with the Substra Foundation to develop AI models on clinical data. The training and validation of AI models are realized through Substra framework in order to secure remote analysis of sensitive data. This project will provide the first proof of concept of Substra framework and will prove its compliance with GDPR. (9 partners, 10m€ funding)- MELLODDY: an IMI project aiming to develop a platform for creating more accurate models to predict which chemical compounds could be promising in the later stages of drug discovery and development. It demonstrates a new model of collaboration between traditional competitors in drug discovery and involves an unprecedented volume of competitive data. The platform being developed addresses the need for security and privacy preservation while allowing for enough information exchange to boost predictive performance. (17 partners, 18m€ funding) Show less

- MELLODDY aims to transcend most constraints of current Machine Learnings (ML) practices in drug discovery, by demonstration of the working hypothesis: Multi-task ML across data types and partners boosts the predictive performance and chemical applicability domain of drug discovery-relevant models, without unacceptable leaks of private information.- Together with Mathieu Galtier, I co-initiated the MELLODDY consortium and project proposal, and co-led the application to the IMI call up to… Show more - MELLODDY aims to transcend most constraints of current Machine Learnings (ML) practices in drug discovery, by demonstration of the working hypothesis: Multi-task ML across data types and partners boosts the predictive performance and chemical applicability domain of drug discovery-relevant models, without unacceptable leaks of private information.- Together with Mathieu Galtier, I co-initiated the MELLODDY consortium and project proposal, and co-led the application to the IMI call up to project formalization and start. Show less

Acquired by Kisskissbankbank & Co in 2020.

microDON is a French civic-tech start-up that develops and operates innovative financing and involvement mechanisms for civic and solidarity projects, creating bridges between companies and NGOs.Key collective achievements:- Raised a 2,7m€ serie A round with private investors in 2016- Grew a 25+ team of passionate and commited individuals- Created a strategic and HR framework for an empowering, self-learning, resilient company- Introduced product management mindset and… Show more microDON is a French civic-tech start-up that develops and operates innovative financing and involvement mechanisms for civic and solidarity projects, creating bridges between companies and NGOs.Key collective achievements:- Raised a 2,7m€ serie A round with private investors in 2016- Grew a 25+ team of passionate and commited individuals- Created a strategic and HR framework for an empowering, self-learning, resilient company- Introduced product management mindset and methodologies Show less

Yunus Social Business develops local incubators and investment funds in developing and emerging countries, to help grow social businesses and their impact on poverty and environmental degradation.Main tasks:- Due diligence - sectors: agri-business, cosmetics, energy efficient products- Coaching social business entrepreneurs to define their business plans, carry out pilot projects, develop their activities- Consulting studies and program management for joint-venture projects with… Show more Yunus Social Business develops local incubators and investment funds in developing and emerging countries, to help grow social businesses and their impact on poverty and environmental degradation.Main tasks:- Due diligence - sectors: agri-business, cosmetics, energy efficient products- Coaching social business entrepreneurs to define their business plans, carry out pilot projects, develop their activities- Consulting studies and program management for joint-venture projects with multinational companies - sectors: poultry, agro-forestry Show less

Operations director for the IT services business unit (150m€ annual turnover).Chief of staff of the Senior Vice-President in charge of the IT solutions & services domain (500m€ annual turnover).

Responsible for a program of 7 projects of new services for Orange affiliates in Africa and Middle East.Starting October 2010, deputy CTO of Orange Labs Cairo in addition to program management activity: internal organization and processes, reinforcement of the link with Technocenter, recruitment.

Deputy manager of the fiber-optic department at the Paris Intervention Unit.Starting February 2009, special assignment, reporting directly to the Group fiber-optic executive director: operational coordination of the experimentations on various network-sharing models with competitors, led by the regulatory authority (Arcep)From August 2009 to October 2009, acting department director

Non-quality costs assessment and yield improvement plan for a stainless steel producer.