Data Scientist
Resume:
Carlos Petricioli
********@*****.*** j carlospetricioli.com j Github: @carpetri j +1-917-***-**** j 49 E 34th Street, New York, NY, 10016 Education
Master of Science, Computer Science New York University
Awarded full tuition and expenses scholarship.
Courses taken: Foundations of Machine Learning, Natural Language Processing, Deep Learning, Mathematics of Deep Learning, Realtime Big Data Analytics, Big data and Ma- chine Learning, Mathematics of Data Science, Devops and Software Engineering. May 2018 (Expected)
New York, NY
Master of Science, Data Science Instituto Tecnolo gico Auto nomo de M exico (ITAM)
Honorary Mention
Awarded full tuition scholarship.
Thesis: Detecting corruption, collusion and fraud (detecting-corruption.carlospetricioli.com) May 2015
Mexico City
Bachelor of Science (Double Mayor), Applied Mathematics & Economics ITAM
Special Mention
Thesis: Mexico from space (mexico-from-space.carlospetricioli.com) December 2013
Mexico City
Experience
Lead Data Scientist Grupo Atalaya Strategic Risk consultancy
Developed the application that provisions the rm’s risk analysis. It uses machine learning and clustering algorithms to support reports aimed to prevent and mitigate strategic risks that may endanger the pro tability, reputation, personnel and assets of rms with operations in Mexico. Feb. 2016 to
Aug. 2016
Mexico City
Data Scientist ITAM Center of Analysis and Economic Research
In charge of weekly and monthly publications about the economic situation in Mexico based on the time series analysis and predictions I developed. Aug. 2014 to
Dec. 2015
Mexico City
Data Scientist University of Chicago Data Science for Social Good fellowship (DSSG)
Predicted potential collusion cases using machine learning within project-related contracts that the World Bank awards via bidding processes that are supposed to be open and competitive.
This application runs inside the World Bank’s server. With this tool, the World Bank saved at least ten million dollars for the rst year by allocating their resources more e ciently. June 2014 to
Aug. 2014
Chicago, IL
Data Scientist Las Quince Letras Data Analysis bureau for market research
Developed geo-statistical prediction of sales within the Pharmaceutical Industry. With this tool, companies in the sector could increase sales in about 10% annually. Oct. 2013 to
May 2014
Mexico City
Research Assistant Ministry of Finance and Public Credit Unit of Economic Research
Developed models to make predictions about the economic growth and support the negotiation of the Economic Policy Guidelines and the Economic Budget with the Congress.
Analysis and forecast the Public Sector’s revenue. May 2011 to
May 2013
Mexico City
Teacher assistant ITAM Advanced Macroeconomics
Link: carlospetricioli.com/Macro Avanzada ITAM.pdf Aug. 2011 to
May 2013
Mexico City
Skills
Advanced: Python, C, C++, Java, Spark, Cloud Computing, AWS, Bluemix, Vagrant, Docker, R, Git, Bash Pro- gramming, SQL, GIS, Hadoop, MapReduce, Chef, Pig, LATEX, Stata, Matlab and SPSS.
Knowledge: Scala, Ada, Scheme, Java-Script, MongoDB, Neo4j, Hive, Impala, Flume, Sqoop, Oozie, Shiny, Django, Flask, Ruby, Ruby on Rails, Google Analytics, TensorFlow. Research and Publications
Petricioli, Carlos. \Detecting Collusion, Corruption, and Fraud". Data Science master’s degree thesis, ITAM. Mexico City. Feb. 2016. detecting-corruption.carlospetricioli.com Petricioli, Carlos. \Mexico from space: How to obtain, process and calibrate a time series of night light images to estimate the economic growth of the Mexican States" Applied Mathematics and Economics thesis, ITAM. Mexico city, Mexico. June, 2015. mexico-from-space.carlospetricioli.com Alstott, Je, Dylan Fitzpatrick, Carlos Petricioli, Misha Teplitskiy and Eric Rozier. \Detecting Collusion, Corrup- tion, and Fraud" Proceedings of the Workshop on Data Science for Social Good in conjunction with KDD. New York, NY. August 24, 2014. carlospetricioli.com/worldbank poster.pdf Last update: February 2018 Page 1 of 2
Ignacio Trigueros, Alejandro Hernandez and Carlos Petricioli . \Analysis of the economic conjuncture". Center of Analysis and Economic Research, ITAM. Mexico City. Monthly publications. August 2014 to August 2015. Monthly publications.
Petricioli, Carlos and Ernesto Revilla.\Advanced Macroeconomics: Exercises and Solutions". Teaching ITAM, ITAM. Mexico City. April, 2013. carlospetricioli.com/Maco Avanzada ITAM.pdf Mentions & Awards
Award: National Council for Science and Technology (CONACYT), 2016. Full tuition and expenses scholarship.
Honorary Mention: ITAM, 2016. For my thesis: \Detecting Collusion, Corruption, and Fraud".
Honorary Mention: AIFOCEM, 2015. For my thesis: \Mexico from space".
Special Mention: ITAM, 2015. For my thesis \Mexico from space"
Award: CONACYT, 2015. $90,000 USD for the development of a National Art digital library web application.
Award: ITAM, 2014. Full tuition scholarship for my Data Science master’s degree. Seminars and Presentations
Speaker Data day Mexico
Mexico from space (slideshare.net/RevistaSG/data-day-mexico-desde-el-espacio) March 2016
Mexico City, MX
Speaker Universidad Auto noma de Sinaloa
Mexico from space
Nov. 2015
Sinaloa, MX
Honor guest Politecnico di Torino - Castello del Valentino Challenges in Data Science: a complex systems perspective Oct. 2015
Turin, Italy
Speaker Google DataPoint NYC
Mexico from space ( youtube.com/embed/FiD Kk 9Fsg?start=6292&end=6669&) Sept. 2015
New York, NY
Speaker ConDatos
Detecting corruption, collusion and fraud
Sept. 2014
Mexico City, MX
Speaker & Poster session ACM SIGKDD, Knowledge Discovery and Data Mining Detecting corruption, collusion and fraud (carlospetricioli.com/worldbank poster.pdf) Aug. 2014
New York, NY
Speaker 1871 Marketplace, Data Science for Social Good Conference Detecting corruption, collusion and fraud
Aug. 2014
Chicago, IL
Speaker Dataton - Finalist presentation
How to predict crime in the municipality of Zapopan using social media June 2014
Guadalajara, MX
Speaker Data Sprint, World Bank
How to analyze and visualize procurement data from the World Bank June 2014
Washington, DC
Additional Information
Admissions Committee University of Chicago, DSSG
Annual reviewer of about 100 applications that including Postdocs, PhD. and Masters students. 2015, 2016, 2018
Chicago, IL
Languages
Sports
Others
Advanced English & native Spanish
Serious cyclist & experienced Triathlete.
Great skills in teamwork.
Last update: February 2018 Page 2 of 2
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