Data Scientist, Business Intelligence Analyst, Google Certified Data Analyst, Petroleum Engineer, and International Business Specialist. Bilingual, with a great passion for Data Analysis, Data Visualization, and Machine Learning.
Top Technologies:
Python | R | SQL | Tableau |Quicksight | Agile | AWS (Athena, S3, EC2, SageMaker, Lambda, RDS) | Docker | ETL | Git | GCP | Google Analytics | Grafana
Data Science Intern
Uber
June 2023 - Sept 2023
Worked as a Data Scientist Intern for the experimentation team for the summer of 2023 with the following functions
- Utilized SQL and Python to collect data, resulting in a 10% faster decision-making process.
- Designed and implemented a dashboard for real-time monitoring of key performance indicators, increasing efficiency by 15%.
- Increased cross-team collaboration and efficient decision-making by creating dashboards using Streamlit, Google Looker, and Tableau, resulting in improved data health and successful experimentation rollout.
Data Scientist
Appspring Technologies
Feb 2021 - Aug 2022
Worked as a Product Data Analyst and Data Scientist with the following functions:
- Streamlined data reporting process, reducing time by 50% and increasing accuracy by 25%.
- Designed and implemented 50+ dashboards (using BI Tools such as AWS Quicksight, Apache Superset, Tableau, Grafana, Google Data Studio, etc.) for real-time monitoring of KPIs, Disease Models, Fleet Management, and User Experience, increasing efficiency by 20% and data-driven decision-making by 40%.
- Developed agronomical disease models and custom dashboards, increasing revenue and customer satisfaction by 25%.
- Design ETL process based on Jupyter notebooks, scheduled to production using AWS SageMaker and Papermill.
Well Site Assistant
Consultec International - Ecopetrol
Sep 2019 - Mar 2020
- Performed data analysis of the operation in order to make daily operational reports.
- Organized, supervised, and carried out the traceability of the necessary logistics in the well.
- Verified the operation of all the service companies that work in the well; having as support their respective contracts.
- Made daily reports of completion: Operational, Costs, and NPT's (Non-Productive Time), through Open Wells.
- Carried out control and diligence of the CWOP's (Complete Well on Paper) of the wells.
- Verified inventories of tools required and used in the operation.
- Kept control of costs associated with operations in each phase of completion.
- Created schedules for the request of tools and materials to third companies.
External Relationist
EVEDESA Group
Sep 2015 - Nov 2019
- Expanded the number of events to increase the number of monthly sales within the team. Supported the commercial and management area successfully during the operation on critical dates.
Master of Professional Studies (MPS) in Data Science
The University of Maryland, Baltimore County (UMBC)
2024
Data Scientist
Acamica
2021
- 4 Data Science projects, can be found on my Github
International Business and Economic Integrity Specialist
Universidad de América
2019
- Thesis: International logístics of the export of Colombian Coffee to Germany
- Activities and societies: 24 hours Management Coaching certified course.
Bachelor's Degree in Petroleum Engineering
Universidad de América
2018
- Activities and societies: Reservoir simulation project, where it was possible to exploit the reservoir in a better economic way with a recovery of more than 30% during 50 years
Google Certified Data Analyst
Google - Coursera
See Credential
Data Scientist
Correlation One - Data Science 4 All Colombia
- Graduated with Honors
- Project: Demand Forecasting for Direct Sales Business Products Using Deep Learning
See Credential
Data Scientist Professional Certificate
IBM - Coursera
See Credential
Applied Data Science Specialization
IBM - Coursera
See Credential
Tableau Essential Training
Linkedin Learning
See Credential
Amazon (AWS) Quicksight
Udemy
See Credential
You can find more about all my certificates on my Linkedin Page!