Alfonso Mondragon Montero

Data Science Manager with more than 15 years of experience identifying product opportunities through customer analysis and statistical information. Skilled collaborator comfortable working across key functional business areas to deploy analytical insights around acquisition and retention based strategies.

Apr 2023 – Jul 2023                Bradescard

Mexico, Guadalajara                Business Intelligence Manager

                                     -Create predictive analytics of customer behavior. -Measure the efficiency of the campaigns.

                                     -Analytics for the implementation of marketing campaigns and predictive models.

                                     -Business case generation by campaign.

                                     -Design and measurement of strategic KPIS.

                                     -Reports by product and by trading partner.

                                     -Manage the CRM team. -ETL’s.

May 2017 – Apr 2022                CitiBanamex

Mexico, CDMX                        Data Scientist Retail Banking

                                     -Collect, clean, and preprocess large datasets from various sources.

                                     -Identify key metrics, create executive facing dashboards and build business cases that 

                                      drive decision making and business prioritization.
                                     -Build predictive models and machine-learning algorithms.               

                                     -Synthesizing large volumes of data with attention to granular details and present 

                                      findings and recommendations to stakeholders.

-Optimize algorithms and models to improve performance and accuracy.

Jun 2015 - Apr 2017     Consulting Latbc

Mexico, CDMX                 Senior Data Engineer

-Create and maintain optimal data pipeline architecture. 

-Assemble large, complex data sets that meet business requirements. 

-Ensure that data is summarized from across the business to provide critical information to executive team. 

-Establish best practices and principles for the decision management organization globally. 

-Ensure quality, efficiency and accuracy throughout the reporting process. 

-Identify, design, and implement internal process improvements: automating manual processes, optimizing data delivery, etc. 

-Communicate with users, other technical teams, and senior management to collect requirements describe data engineering strategy.

Dec 2011 – May 2015     Banamex

Mexico, CDMX                  Manager of Business Intelligence

-Executive presentations by business unit to the General Management. 

-Generate visualizations, analysis and insights. 

-Responsible for understanding the business goals and current/historical KPIs. 

-Responsible for recommending new analytic methods and data platform improvements. 

-Work closely with the extended teams across the organization including product, marketing and technology to support business growth strategies. 

Dec 2009- Dec 2011        BBVA Bancomer

Mexico, CDMX                   Data Specialist Analytics

-Creation and development of Dashboards. 

-Monitoring of the most important KPIs to measure the results of the different products. 

-Results management for Business, Corporate and Wealth Banking. 

-Develop sql queries and create data visualizations to fulfill ad hoc analytical requests.

-SQL programming for the creation, maintenance and extraction of data from a database in SQL server.

May 2005- Dec 2009      Bansefi, S.N.C.

Mexico, CDMX                  Data Analytics

-Automate manual processes and optimize data delivery. 

-Improve the efficiency and quality of the data. 

-Administration of the MIS of the commercial area. 

-Generation of reports and metrics for the General Management. 

-Process documentation and data modeling.

2023                                 Data Science Professional Certificate

                                         Edx-IBM

2023                                 Data Science Professional Certificate

                                         Edx-University Harvard

2012                                 Postgraduate in Data Mining

México, CDMX                Tecnológico de Monterrey (ITESM)

2008                                 Postgraduate in Corporate Finance

México, CDMX                Instituto Tecnológico Autónomo de México (ITAM)

2000-2005                       Bachelor of Business Administration

México, CDMX               Universidad Tecnológica de México (UNITEC)