Greater Paris Metropolitan Region
➤ Where? ⏫ major player, leader in innovation 🔀 consulting (many missions) ⏩ start-up ➤ How? ★ I analyze the situation, goals and scenarii ★ I develop a solution, a technique and a technology ★ I explain ideas and concepts to make technology accessible for all ★ I coordinate teams and steps towards release ➤Why? ☀ I’m excited about data, turning everything into a brain-teaser ☀ Pedagogy makes things going forward, including and stimulating team members ☀ Synergy of team effort gives me energy and food for thought ➤ What now? ➸ a product I care about ✿ ➸ an amazing team ϟ ➸ technical lead on data ☜ ➸ big boost and visibility to the 🔝
Founded in 2013, Doctolib is the e-health leader in Europe. Doctolib improves the daily lives of more than 300,000 healthcare personnel thanks to innovative medical software. Doctolib also makes access to healthcare fast and equal: more than 60 million Europeans book their appointments and manage their health via Doctolib, in a secure way. In over 30 cities of France, Germany and Italy, more than 2,500 Doctolibers are dedicated to having a positive impact on the healthcare industry.
Pricing optimization for online product of AXA (direct) Lead data scientist for the creation and pricing of an insurance product for the direct market (online) - 360° vision of the insurance product: conception, legal, partners, distribution, UX, pricing - Pricing optimization with constraints of profitability, long-term value and volume - Modelling demand, elasticity and clients behavior through machine learning - Pricing of around 300 K policies per year (generating 150 M€), increasing of 7%/year - A/B testing of models, analysis and monitoring performances and KPIs - Analysis of market to study profitability - Recommendation algorithm
Multiskilled Data Science experience in a fast growing Digital & Tech company. Missions : • Create the main features of a voice bot on pioneering Google Home:Interpretation and recommendation algorithm, involving clustering (eg k-means) and NLP (eg TF-IDF, word2vec…) • Monitor performance of GA campaigns for DMP • Draw personae from database Technologies: - Spark, Hadoop, Postgres, Dataiku DSS - Google Cloud Stack : Bigquery, Google Cloud Storage - Python, SQL, ElasticSearch - Dataviz (Tableau, Datastudio...) - Analytics, Marketing specific tools and technologies (GA) Machine learning: - Recommendation algorithm: clustering, k-means… - NLP: word2vec, TF-IDF… Business: - Client facing with Digital, Marketing & Data divisions from renowned clients - Driving infrastructure, tech choices and evangelization in commercial proposals and client meetings - Conducting workshops Other: - Lecture at ESSEC in the Big Data Analytics class