What I do
I am a business-driven data scientist with more than 10 years of experience in biomedical innovation, consulting and HR-Tech. I have been involved in all steps of making data useful and bringing value to business : need identification, scoping, planning, execution, industrialization, defense in front of stakeholders but also popularisation. I do enjoy to work in an interdisciplinary manner, I tend to naturally interact with technical, functional and business individuals to have a more complete grasp of current business constraints and opportunities.
At a macroscopic level, here are some of the things I do in this respect:
- scope and understand business challenges and opportunities,
- write commercial proposals,
- lead and coach data consultants,
- build data product strategies,
- design technical solution architectures,
- consulting,
- develop data pipeline / analysis,
- model data : simple/field specific regression and classification models but also machine learning algorithms based solutions (boosted trees, convnets, LSTMs, …),
- assess performances (technical or business measurements),
- outreach
- …
What I have written somewhere else in french
I am a bookworm, among other things I read (and enjoyed):
- How the world really works by Vaclav Smil who explains the working of our world as a global system. I especially liked his take on “The four pillars of modern civilization”.
- Systems Thinking by Jamshid Gharajedaghi helped me to formalize some intuitions on the topic.
- Link by Lorien Pratt: talks about how to better connect tools like data science to business goals with decision intelligence.
- Range by David Epstein: this is a book that resonates with the way I think/operate by highlighting the advantage of expanding the range of one’s competencies and not only their depth.
- Life 3.0: Being Human in the Age of Artificial Intelligence by Max Tegmark. Interesting book where Max Tegmark discuss the threats but also the hopes that AI can bring us trying to be very pragmatic and anti-disaster.
- Management game 2 by Isabelle and Frédéric Rey Millet. Good read on the evolution of management techniques and how to bring
games smartly into modern teams.
- Manager un projet informatique by Olivier Englender and Sophie Fernandes (French book about IT project management). Nice overview of IT project management describing project design, iterative/agile methodologies, intellectual property, ressources, …
- La transformation digitale des entreprises by David Autissier and Emily Métais-Wiersch. French book about digital transformation with successful cases examples and key learnings.
- The Order of Time by Carlo Rovelli. Physics. I just loved the thoughts on our relation to time and how it might be “physically” relevant or not.
Feel free to contact me via LinkedIn.
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