I'm a Data Scientist that loves working with data from different angles. As an economist, I first started applying statistical and machine learning methods for social research in key topics ranging from crop rotation to designing a economic development plan for the city I love and grew up in, Buenos Aires. From this period, I learnt how to truly work with data, performing data wrangling, sound statistical analyisis and how to implement machine learning algorithms. I've published papers and multiple Working Papers from this time, mainly as an independent consultant but also as the Director of the Data Lab in the Universidad Torcuato Di Tella (UTDT)After my Masters in Data Science at the Universidad de Buenos Aires (UBA), I started looking for new challenges in the 'Data world'. I'm currently working as a Data Lead, within the Engineering department, for a US based company that tracks millions and millions of data point each day, needs to integrate many third party softwares and implements predictive models to improve user engagement. Being a start-up company, I have to do many more tasks than the usual Data Engineer/Data Scientist job description, which is something that keeps me learning a little more each day.
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Data LeadLikemind Oct 2020 - PresentManage data pipelines for summarizing and reporting purposes from more than 1.5M daily web sessions (User interaction, multiple sources of revenue reporting and integrations with third party software)Manage and design database architecture in BigQuery (Google Cloud Platform)In charge of Elasticsearch Logstash and Kibana (ELK) stack for serving stakeholders with Kibana dashboards containing freshly updated data Create and maintain SQL queries for data pre-processing and enhanced performance on the ELK stackDesign and develop dashboards and visualizations in the ELK environment/R/Python for actionable reporting for upper management.Manage DataOps tasks related to company's data services using AWS (mainly managing EC2 and ECS) -
Visiting ProfessorUniversidad Torcuato Di Tella Apr 2018 - Jul 2022Visiting professor of Data Science and Spatial Data Analysis in the MSc of Public Policy (MPP) and MSc of Urban Economics (MEU) at Universidad Torcuato Di Tella. Professor of Introduction to Data Science, Spatial Data Science and Applied Data Science Executive Education Programs at the School of Government of the Universidad Torcuato Di Tella -
Data Lab DirectorUniversidad Torcuato Di Tella Apr 2018 - Oct 2020Ciudad De BuenosLead data science projects that address different relevant socioeconomic questions, such as:- The design of the Productive Development Plan for the City of Buenos Aires for 2035 (joint project with CID at Harvard University. Working Paper at https://bit.ly/CABA2035Doc)- Measuring labor conflict through news scraping and eXtreme Gradient Boosting (Working paper https://ideas.repec.org/p/aoz/wpaper/120.html)- Learning about the specificity of human capital through network analysis of the job transitions of workers (Working Paper: https://growthlab.cid.harvard.edu/publications/specificity-human-capital-occupation-space-based-job-job-transitions)- Meta-analysis on what works regarding Active Labor Market Policies (ALMPs) (Working Paper: https://dash.harvard.edu/handle/1/37366396)... Among other projectsLead the development of Shiny Apps and interactive documents to communicate results of projects and applied research. Samples can be found at https://quefuncionacepe.com/mercadodetrabajo/ or https://quefuncionacepe.com/quefuncionaempleo/ -
Data Scientist - ConsultantAacrea - Asociación Argentina De Consorcios Regionales De Experimentación Agrícola Jan 2017 - Jun 2018ArgentinaAnalysis of the impact of crop rotation on the crop yield and the enviroment through thousands of geo-referenced observations of small and medium farm lands throughout Argentina. It was a project funded by the Inter-American Bank of Development (IABD) and executed by Asociación Argentina de Consorcios Regionales de Experimentación Agrícola (AACREA), a major organization of agricultural producers in ArgentinaResulting paper is upcoming for publication in the Oxford Research Encyclopedia of Environmental Science (2022) -
Labor Market Data Analyst - Argentina 2030 ProgramJefatura De Gabinete De Ministros - Presidencia De La Nación Jul 2017 - Mar 2018Ciudad Autónoma De Buenos AiresCoauthored a global outlook and prospective analysis of Argentina's labor market in a report for the Argentina 2030 Program, a unit dependent on the Chief of Cabinet of Minister's office of Argentina. Available at http://bit.ly/2030Empleo
Martín Montané Skills
Martín Montané Education Details
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Data Mining -
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Frequently Asked Questions about Martín Montané
What company does Martín Montané work for?
Martín Montané works for Likemind
What is Martín Montané's role at the current company?
Martín Montané's current role is Data Scientist.
What schools did Martín Montané attend?
Martín Montané attended Universidad De Buenos Aires, Universidad De Buenos Aires.
What are some of Martín Montané's interests?
Martín Montané has interest in Public Finance, Research And Development, Research, Business Development, Corporate Finance, Macroeconomics.
What skills is Martín Montané known for?
Martín Montané has skills like Project Management, Critical Thinking, Programming, Economics, R, Eviews, Teamwork, Redes Sociales, Microsoft Excel, Trabajo En Equipo, Liderazgo De Equipos.
Who are Martín Montané's colleagues?
Martín Montané's colleagues are Fernando Pessina, Jessica Bajorek, Jasmin Tanador, Emiliano Elias, Shubham Sagale, Trevor Carter, Kylie Myers.
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Martín Montané
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