Sergio Xavier Chavez Villa
Colinas Del Bosque
Summary
I am a data scientist with experience in the management of teams as well as in the development of algorithms to solve problems. I have experience in the automation of the processing of large amounts of information, creation of data models, analysis of results and their presentation through Dashboards. Application of machine learning tools to solve problems or find patterns in customers or products.
Overview
2
2
years of professional experience
Work History
Data Scientist
Scotiabank
06.2023 - Current
- Management and development of campaigns through data-driven decisions with the application of machine learning models (supervised and unsupervised) and predictive algorithms (ARIMA).
- Responsible for the automation of data mining and manipulation to generate results according to the data model for presentation in power bi.
- Difference-in-differences model for measuring the effects of banking policies
- Responsible for coordinating and presenting team results with other colleagues or managers.
Profesor Diplomado Visualización De Datos Power Bi
ITAM
10.2023 - 10.2023
- I taught the Data Visualization with Power Bi diploma course at ITAM.
- Responsible for deciding what topics to cover, generating the content and teaching it from experience as ex-consultant and banker.
Data Analyst
EY
09.2022 - 06.2023
- Responsible for the execution and management of complete projects, as well as assisting other teams to achieve more efficient solutions.
- I have performed time series analysis for predictive purposes, econometric models for explanatory purposes and applied machine learning algorithms to solve problems.
- Developed web scraping algorithms as geo-referenced data processing algorithms.
Education
Bachelor of Science - Economics
ITAM
CDMX06.2023
Skills
- Python
- SQL
- Power Bi
- Microsoft Apps
- Git
- Team Management
- Machine Learning
- Process automation
- Dashboard Creation
- Emotional intelligence
- Assertive communication
Timeline
Profesor Diplomado Visualización De Datos Power Bi
ITAM
10.2023 - 10.2023
Data Scientist
Scotiabank
06.2023 - Current
Data Analyst
EY
09.2022 - 06.2023
Bachelor of Science - Economics
ITAM
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