About Carlos
Senior Data Scientist with more than 3 years of experience. Experience with Big Data in the Spark Framework using Scala, ingesting real time traffic from Apache Kafka and reading and writing to a Apache Cassandra Database. Further modeling done in Python's scikit learn and Tensorflow for Deep Neural Networks.
French
Native or bilingual
English
Native or bilingual
Spanish
Native or bilingual
Italian
Conversational
German
Basic
Remote only
Primarily works remotely
Experience
- RealAdvisorData ScientistREAL ESTATENovember 2021 - Today (4 years and 6 months)Genève, SwitzerlandMise en place et maintenance des systèmes automatiques de valuation immobiliers pour le marché Européen
- TiimeData ScientistBANKING AND INSURANCEJanuary 2020 - September 2021 (1 year and 8 months)Paris, FranceDesign, construction and operation of data ingestion engine for online analytics.Anomaly detection on banking transaction data
- KeyrusData ScientistCONSULTING AND AUDITSMay 2019 - January 2020 (8 months)Levallois-Perret, FranceConsultant Data ScienceAgence de Biomedecine, Economie d'Energie, Minister de l'interieur, Direction Générale des Finances Publiques.Design and construction of an anomaly detection algorithm using Deep Neural Networks in the context of Big Data.
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Education
- B.Sc. TechnologyCenter for Applied Physics and Advanced Technology - National Autonomous University of Mexico2014Calculus, Real and Complex Analysis, Chemistry, Biology, Classical and Quantum Mechanics, Ordinary and partial differential equations, Computer Science, Thermodynamics, Biochemistry, Electronics, Microcontrollers, Biophysics, Signal processing, System's modeling, Finite element analysis.
- M.Sc. Data Mining and Knowledge ManagementUniversité Lumière Lyon II2017Data Mining and Complex System Modelling Specialization: Data Preprocessing, Complex Data Warehousing, Mining Complex Data, Modelling Complex Systems, Symbolic Machine Learning, Advanced Databases, Multidimensional Data Analysis, Optimization, Probability and Statistics, Optimization, Logic Relational Data Mining Specialization: Learning Graphical Models, Statistical Relational Learning, Image Data Mining, Information Retrieval, Intelligent Data Analysis and Complex Systems.
Certifications
- Dataiku Dataiku Certified User Level 2Dataiku2019