Education

Cloud Computing Training Course

SoftServe | February 2026 – May 2026

DevOps Training Path

Learned core cloud computing concepts, including compute, storage, and networking.
Training in cloud services and deployment environments.
Worked with Linux-based systems for managing and running applications.

EAFIT University | December 2025 – May 2026

SER ANDI Scholarship

Project 1: AI Agent — Statistical Auditor for Heterogeneous Treatment Effects (HTE) Estimation

Designed and developed an AI-powered web application leveraging LLM-based agents to evaluate dataset readiness for Heterogeneous Treatment Effects (HTE) estimation.
Implemented automated auditing workflows to assess key causal inference assumptions, including covariate balance, overlap, and potential confounding biases.
Integrated structured data processing and validation pipelines to generate interpretable, machine-readable outputs for decision-making.
Developed a user-oriented interface to facilitate exploratory analysis and support data-driven evaluation of treatment effect heterogeneity.
Applied principles of causal inference and statistical modeling to bridge data quality assessment with downstream ML/HTE methodologies.

Project 2: AI Chatbot & Platform Development | VERANA Challenge – SER ANDI

Developed a generative AI chatbot integrated with LLMs and prompt-based interaction workflows.
Built and deployed a web-based platform to create and manage AI agents for non-technical users.
Implemented data handling and conversational logic for real-time AI interactions.
Deployed services using Docker and Kubernetes for scalable and public access.
Collaborated using GitHub in an open-source environment.

Stanford University – Department of Genetics | April 2026

Stanford Data Ocean

Training in integrative genomics, transcriptomics, proteomics, metabolomics, and epigenetics.
Applied computational approaches for multi-omics data analysis in precision medicine contexts.
Foundations in data-driven strategies for complex disease research.

University of Antioquia | October 2025 – March 2026

IngenIA Scholarship

Developed and evaluated supervised and unsupervised learning models applied to high-dimensional biological and biomedical datasets.
Implemented model validation and performance analysis with emphasis on interpretability.
Applied preprocessing and model validation techniques for classification and regression tasks.

National University of Colombia | March 2025 – April 2025

Talento Tech Scholarship

Designed SQL-based data extraction and integration workflows for complex datasets.
Built Python pipelines for data cleaning, transformation, and feature engineering, applicable to omics-scale data.
Developed predictive models for high-dimensional data, focusing on dimensionality reduction and algorithm optimization.
Generated interactive visualizations to support scientific and strategic decision-making.

National University of Colombia | Medellín, Colombia

Concordia University | Montreal, Canada — Exchange Student

Bachelor’s degree, 10-semester program