Work Experience

2026

Data Scientist

EdTech Node, Universidad de los Andes

Bogotá, Colombia · Mar 2026 - Present

Lead the unit's adoption of data governance and quality policies, enabling university-wide data products such as academic percentiles and dropout indicators
Lead the team's research line: dropout-prediction ML models behind 2 peer-reviewed publications (AIED & WEEF 2026)

All 4 contributions

DatabricksPythonPolarsPower BIAzure Blob Storage

2025

Data Scientist - Graduate Research Assistant

Vice Dean's Office of Student Affairs, Universidad de los Andes

Bogotá, Colombia · Jan 2025 - Mar 2026

Replaced external counseling platform, saving the university ~$100K USD annually
Co-implemented system alerting over 1000 critical student cases

All 5 contributions

Power BIPythonPolarsAzure Blob StorageDatabricks

2024

Machine Learning Intern

Precia PPV S.A

Bogotá, Colombia · Aug 2024 - Dec 2024

Developed MLP model reducing financial calculation time by 70% for client applications
Presented our work on models and AWS infrastructure at Analytics Forum 2025

All 3 contributions

PythonAWSAWS GlueLambdaMachine Learning

2024

Data Scientist - Undergraduate Research Assistant

Vice Dean's Office of Student Affairs, Universidad de los Andes

Bogotá, Colombia · Aug 2024 - Dec 2024

Co-implemented the institutional ETL into a relational database, with integrity tests for the multidimensional model

PythonPandasPolarsAzure Blob StorageSQL

2023

Backend Developer

Digital Transformation, Universidad de los Andes

Bogotá, Colombia · Sep 2023 - May 2024

Built OpenAI-powered backend services with Python and Azure Functions

PythonAzure FunctionsOpenAI APIDocumentation

2023

Frontend Developer

Research Center of the Faculty of Engineering, Universidad de los Andes

Bogotá, Colombia · Aug 2023 - Dec 2023

Co-developed the Angular frontend with role-based access control

AngularTypeScriptFrontend DevelopmentUser Access Control

2023

Cross-Cultural Liaison and Software Developer

Digital Transformation, Universidad de los Andes

Bogotá, Colombia · Jun 2023 - Aug 2023

Interpreter for 5 exchange students; helped integrate OpenAI and Azure Functions into a chatbot

OpenAI APIAzure FunctionsTranslationChatbot Development