Andrea L. work email
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Andrea L. personal email
Andrea L. is a Co-Founder, Product and Algos at IDEM Matchmaking. They is proficient in German.
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Co-Founder, Product And AlgosIdem MatchmakingBerlin, De -
Co-Founder, Product & AlgosIdem Matchmaking Jan 2024 - PresentBerlin, GermanyProviding state of the art matchmaking to game developpers by using advanced statistics and machine learning techniques.
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Consultant Game Systems DesignerFrost Giant Studios, Inc. Jun 2023 - Dec 2023Berlin, GermanyI designed the matchmaking, rating and ranking systems for Frost Giant's upcoming Stormgate, using a modern mathematical approach to solving these problems. I also contributed to the implementation either by providing pseudo-code (for the matchmaking system) or production-ready code (for the rating system). -
Senior Data ScientistShare Now Dec 2022 - Dec 2023Berlin, Germany -
Data Scientist (Pricing)Share Now Dec 2020 - Dec 2022Berlin, GermanyCreated from scratch a novel dynamic pricing algorithm using Reinforcement Learningtechniques. In real time, the price varies with both the demand and the supply of assets ina geographical area. To achieve this, I also had to create a customer choice model, measureprice elasticity of demand, predict demand (with time and zone granularity), and take variousbusiness constraints into account.
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Ph.D. In MathematicsOtto-Von-Guericke University Magdeburg Sep 2017 - Aug 2020MagdeburgDoctorate at the Institut für Mathematische Stochastik under Prof. Alexandra CarpentierFocus: Reinforcement learning, optimization, nonparametric statistics, active learning -
Visiting Student Research CollaboratorPrinceton University Sep 2017 - Dec 2017Princeton, New JerseyWorked on Active Learning, Optimization and Contextual Bandit problems with Prof. Samory Kpotufe in the Operations Research and Financial Engineering department. -
Ph.D. Student (Mathematics)University Of Potsdam Jun 2016 - Jul 2017Machine Learning: sequential adaptive learning and anomaly detection.Advisor: Dr. Alexandra Carpentier -
Research InternshipUniversity Of Potsdam Nov 2015 - May 2016Potsdam, Brandenburg, Germany
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Consultant Data ScientistLodgiq Aug 2016 - Dec 2016Sunnyvale, California, United StatesConsulted on various dynamic pricing topics, including demand prediction, market rate surveillance and calibration, as well as the pricing engine. -
Junior Data ScientistPricematch Sep 2013 - Jan 2015Paris Area, FranceR&D of new features for the price recommendation algorithm in Python. -
Intern Data ScientistPricematch Jun 2013 - Sep 2013Paris Area, FranceBuilt a tool to price group bookings and long lasting stays for hotels. Implemented an algorithm to suggest nearby rival hotels during the customer sign up.
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Intern Data ScientistGroupe Karavel - Promovacances Oct 2012 - Jan 2013Paris Area, FranceOptimized the pricing of travel insurance through large scale live A/B testing, andprovided statistical backbone for the CEO to renegotiate the deal with the externaltravel insurance retailer. -
Summer JobMinistère De La Justice Jul 2012 - Aug 2012Versailles Area, France
Andrea L. Education Details
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Mathematics
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Machine Learning And Computer Vision (Mva) -
Industrial Engineering And Entrepreneurship -
Lycée Hoche VersaillesMathematics -
Lycée Franco-Allemand De BucMathematics And Physics
Frequently Asked Questions about Andrea L.
What company does Andrea L. work for?
Andrea L. works for Idem Matchmaking
What is Andrea L.'s role at the current company?
Andrea L.'s current role is Co-Founder, Product and Algos.
What is Andrea L.'s email address?
Andrea L.'s email address is an****@****idem.gg
What schools did Andrea L. attend?
Andrea L. attended Otto-Von-Guericke University Magdeburg, Ens Paris-Saclay, Arts Et Métiers Paristech - École Nationale Supérieure D'arts Et Métiers, Lycée Hoche Versailles, Lycée Franco-Allemand De Buc.
Not the Andrea L. you were looking for?
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Andrea García L.
Corporate Strategy Manager @ Dekra | Green Mba |Sustainability | Innovation | Strategy | EntrepreneurshipNuremberg
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