Python & DASH
Miguel Angel Gálvez Castillo
Python Data Scientist & Developer | Risk Analyst
Mexico City
Summary
I am a mathematician, data scientist and master's student in AI, with interests in new technologies and Artificial Intelligence. I specialize in the design of algorithms and mathematical models, as well as the analysis of databases using information technologies such as Excel, Python, R, SQL, VBA, Tableau, and Power BI. I have brief experience in software development using Python and DASH, HTML, CSS, JS, and APIs. I have experience in the Health, Auditing, and Collection sectors, as well as in the financial sector. Additionally, I have experience in teaching at the undergraduate level and tutoring at the university, high school, and secondary school levels.
Overview
7
7
years of professional experience
7
7
years of post-secondary education
2
2
Certifications
1
1
Language
Work History
Risk Analyst
ProducePay
05.2023 - 05.2024
- Produced accurate and timely collections scorecards, reports and dashboards (Tableau, Power BI, Microsoft Office, Excel, Google Sheets); facilitating measurement, decision-making and engagement with customers.
- Improved decision-making processes by providing insightful recommendations based on thorough risk analysis.
- Development of financial models (PD and cash flow) and financial products (such as risk calculators and EL) for the correct management of portfolio risk using various technological tools such as programming languages (Python and DASH, R, SQL, HTML, JS), APIs, among others.
- Use machine learning algorithms to automate reading and capturing documents.
Data Scientist
SMX Financiamiento
05.2022 - 05.2023
- Customer segmentation using Clustering techniques.
- Design of reports, information capture and control processes with Python and DASH.
- Enhanced data-driven decision making by implementing machine learning models and algorithms for time series analysis and credit risk assessment (logistic regression and panel data regression) with mysql and Python languages.
- Cleaned transformed, and analyzed large datasets to uncover hidden trends and patterns for actionable insights using statistical analysis.
Database Analyst
MedicaVial
03.2019 - 05.2022
- Built databases and table structures for statistical reports with VBA and Power BI.
- Designed and developed analytical data structures.
- Increased efficiency by automating repetitive tasks using scripting languages such as SQL or Python.
- Data analysis and casual creation of predictive mathematical models with R and Python.
Data Analyst
Laboratorios Medix
06.2017 - 02.2018
- Produced monthly reports using advanced Excel spreadsheet functions.
- Used statistical methods to analyze data and generate useful business reports.
- Improved decision-making processes with accurate data analysis and visualization techniques.
- Utilized data visualization tools to effectively communicate business insights.
- Various administrative tasks, including customer service and follow-up, information capture and calendar updating.
Education
Master of Science - Artificial Intelligence
UNIR
Online 11.2023 - Current
Bachelor of Science - Mathematics
Facultad De Ciencias UNAM
Mexico City, Mexico 01.2011 - 12.2016
Skills
Analytical reasoning
Mathematics
Artificial intelligence
Quantitative Analysis
Python Programming
Teamwork
Business Intelligence
Research
Automate Reports
Leadership
Software
SQL
Tableau & Power BI
Excel & VBA
Microsoft Office
R
HTML, CSS & JavaScript
Git & Docker
Certification
ML0101SP Machine Learning (aprendizajeautomático) con Python una introducción práctica (EDX - IBM)
Timeline
Diplomado en Ciencia de Datos (TecNM)
02-2024
Master of Science - Artificial Intelligence
UNIR
11.2023 - Current
Risk Analyst
ProducePay
05.2023 - 05.2024
Data Scientist
SMX Financiamiento
05.2022 - 05.2023
Database Analyst
MedicaVial
03.2019 - 05.2022
Data Analyst
Laboratorios Medix
06.2017 - 02.2018
Bachelor of Science - Mathematics
Facultad De Ciencias UNAM
01.2011 - 12.2016
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