Romain Quéré Email & Phone Number

Quimper, Bretagne, France

Quimper

Quimper

Bordeaux Area, France

Real estate platform with data at its core.

Bordeaux Area, France

As the first data scientist at Ezakus, a french startup specialized in big data and predictive marketing, I've been in charge of:• creating and enhancing data science tools (machine learning algorithms, insights methods, reporting, ...),• designing, implementing and supporting the architecture of the machine learning stack (automatic data extraction and preparation, learning and prediction),• the data science roadmap, in collaboration with the VP Data Science,• supervising the work of the team on a daily basis (4 employees + interns).Achievements:• design, implementation and support of scalable machine learning stack (+30M users qualified daily),• design and implementation of a SAAS recommender system for a famous french online retailer (CDiscount),• design and implementation of an algoritmic system for a real time bidding based on Google's OpenRTB project,• several ad-hoc insights reports for customers and the marketing department.

I've been a teaching assistant in several courses:• algorithmic and programming,• analysis and probability,• multidimensional statistical analysis

Doctor Of Philosophy (Ph.D.), Image, Signal Et Automatique, With High Honors

"Quelques propositions pour la comparaison de partitions non strictes" This thesis is dedicated to the problem of comparing two soft.

Master 2, Mathématiques Et Image

• Machine learning : clustering (K-means, hierarchical clustering, EM, Mean Shift, Fuzzy C-means, DBSCAN, ...), cluster analysis, cluster.

Master 1, Informatique Et Mathématiques Appliquées

• Machine learning : supervised learning (Naive Bayes, decision trees, QDA, LDA, SVM, KNN ...), regression, dimensionality reduction, •.

Licence, Informatique Et Mathématiques Appliquées

• Multidimensional statistical analysis : PCA, DFA, CA, MCA, MDS, • Calculability et complexity : formal language, finite and pushdown.

Dut, Computer Science

• Mathematics : Boole's algebra, propositional calculus, sets, linear algebra, signal processing (Fourier series and transform.