Cross-Cultural Liaison and Software Developer
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experience
Frontend Developer
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Backend Developer
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Summer Research Intern
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Machine Learning Intern
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Data Scientist - Graduate Research Assistant
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Data Scientist
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portfolio
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Cross-Cultural Liaison and Software Developer
Published:
Cross-Cultural Liaison and Software Developer
Frontend Developer
Published:
Frontend Developer
Backend Developer
Published:
Backend Developer
Summer Research Intern
Published:
Summer Research Intern
Data Scientist - Undergraduate Research Assistant
Published:
Data Scientist - Undergraduate Research Assistant
Machine Learning Intern
Published:
Machine Learning Intern
Evaluation and Enhancement of Natural Language Models in spanish
Published:
Evaluation and Enhancement of Natural Language Models in spanish
Generative Artificial Intelligence for Research - Research Assistant
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Generative Artificial Intelligence for Research - Research Assistant
Data Scientist - Graduate Research Assistant
Published:
Data Scientist - Graduate Research Assistant
LLM-Based Applications - Research Assistant
Published:
LLM-Based Applications - Research Assistant
publications
Detection and Segmentation of Malignant Melanoma Regions in Dermoscopic Images Using Machine Learning
Undergraduate thesis, Universidad de los Andes (2024)
Efficient Multilingual Dialogue Processing via Translation Pipelines and Distilled Language Models
arXiv:2601.09059 (2026)
Classification of Chest XRay Diseases through image processing and analysis techniques
arXiv:2601.10913 (2026)
No Student Left in Limbo: Multi-Level Clustering for Success Prediction in a Latin American University
AIED 2026, WideAIED Track, Communications in Computer and Information Science, Springer, pp. 63–77 (2026)
MeSHClass-ES and AnatEM-ES: Open Resources for Spanish Biomedical NLP
BioNLP 2026 (ACL Workshop), San Diego, California, pp. 617–629 (2026)
Centralizing the Student Lens: Design and Evaluation of a Learning Analytics Dashboard for Academic Advising in Higher Education
WEEF (IFEES & GEDC) 2026, Cartagena de Indias, Colombia (2026)
Online Language Adaptive Sampling for Better Distributed Cross-lingual Gains
Findings of EMNLP 2026, Budapest, Hungary, pp. 36873–36891 (2026)
talks
Accelerating Credit Value Adjustment with Machine Learning
Analytics Forum 2025 - Universidad de los Andes, Bogotá, Colombia (2025)
teaching
Undergraduate Teaching Assistant - Programming Tutor - Programming Support Center
Teaching Assistant, , 2021
Undergraduate Teaching Assistant - Introduction to Programming
Teaching Assistant, , 2022
Undergraduate Teaching Assistant - Fundamentals of Technological Infrastructure
Teaching Assistant, , 2023
Undergraduate Research Assistant - CupiTaller Programming Support Center
Teaching Assistant, , 2024
Graduate Teaching Assistant - LLM-Based Applications & Agent Development
Teaching Assistant, , 2025