August 2026 - Present

Research Assistant — Urban Traffic Networks in Latin America

Research assistant at Universidad de los Andes - Colombia in Bogotá, Distrito Capital, Colombia. Researching large-scale urban traffic networks across Latin American cities, continuously collecting traffic data in real time. Built the end-to-end Python data pipeline, from automated data collection and Parquet storage to network analysis, regression modeling, and R²-based evaluation. Deployed and automated the research infrastructure on Linux servers using Python, Parquet, YAML-based configuration, and reproducible command-line workflows, generating datasets, models, and analyses.

2025 - I

Biological Predictive Modeling (B.S. Thesis)

Engineered deep learning architectures for high-dimensional biological data. Leveraged PCA for dimensionality reduction and Keras/TensorFlow for model development, achieving 98% accuracy in complex pattern recognition.

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2025 - I

Analytics Forum 2025

Showcased undergraduate thesis findings at the 2025 Analytics Forum, presenting advanced machine learning applications in bioinformatics to an audience of industry experts and researchers.

2025 - I

COPA Research Group Presentation

Speaker at the Center for Optimization and Applied Probability (COPA) to discuss the integration of neural networks and probabilistic modeling in biological systems.