Felipe Aponte Cardenas
Data Scientist
Bogotá
Summary
Meticulous Data Scientist accomplished in compiling, transforming and analyzing complex information through software. Familiar with machine learning and large dataset management. Demonstrated success in identifying relationships and building solutions to business problems.
Overview
2
2
years of professional experience
6
6
years of post-secondary education
Work History
Data Scientist
ScotiaGBS
01.2024 - 08.2024
- Proficient in time series analysis and forecasting, using seasonal algorithms to predict contact center behavior
- Skilled at extracting insights from historical data and optimizing resource allocation for efficient customer service.
- Enhanced data-driven decision making by implementing machine learning models and algorithms.
- Automated repetitive tasks using scripting languages such as Python or R, saving time during the analytical process significantly.
- Development of dashboards in Power BI to display results of analyses performed with Python.
- Optimized business processes for increased efficiency through detailed data analysis and visualization tools.
Backend Developer
Militar Nueva Granada University
07.2022 - 12.2023
- Development of the 4th national electric traction vehicles website using Django
- Developed server-side logic in Python and JavaScript.
- Managed efficient SQL queries and data transport.
- Deployed applications on cloud-based platforms like Google Cloud Platform to scale infrastructure according to demand.
- Use of Docker to containerize applications and deploy them on Google Cloud Platform (GCP).
Education
Mechatronics engineering -
Militar Nueva Granada University
Bogotá, Colombia 07.2018 - Current
Skills
Python
PySpark
Scikit-Learn
Pandas
Seaborn
Plotly
Google Cloud Platform
Docker
SQL
NO SQL
PowerBI
Kafka
Airflow
Django
Passions
Programming
Languages
English
Upper intermediate (B2)
Spanish
Bilingual or Proficient (C2)
Timeline
Data Scientist
ScotiaGBS
01.2024 - 08.2024
Backend Developer
Militar Nueva Granada University
07.2022 - 12.2023
Mechatronics engineering -
Militar Nueva Granada University
07.2018 - Current