Resume
Experience
Summer 2024
Research Assistant and Project Manager
Cardio-informatics Research Lab
Chicago, IL
Acted as a machine learning analyst that produced novel insights on the cardiovascular disease risk of specific populations
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After being promoted to team lead, I coordinated data collection, feature engineering, model training, and post model analysis to generate research insights
2018 - 2023
Senior Analyst and Project Manager
Lexidyne LLC
Colorado Springs, CO
Developed a broad scope suite of machine learning solutions for various clients and clinical applications. Notable models include a forward feed neural network with ADAM optimization, an LSTM, and the production of a custom-built gradient boosted decision tree model that synthesized a number of cutting edge concepts.
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The proprietary GBDT model that I created alone then refined by leading a team outperforms industry standard models such as CatBoost and XGBoost on project datasets
Education
2021 - 2025
THE UNIVERSITY OF CHICAGO
Bachelors of Science in Computational and Applied Mathematics
Chicago, IL
I completed a rigorous and technical course load at the University of Chicago that equipped me with both the theoretical and applied skills to generate a fine tune machine learning models for various tasks.
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Notable coursework includes: Honors Theory of Algorithms, Honors Combinatorics, Machine Learning for Healthcare, Mathematical Foundations of Machine Learning, and Data Science Topics: Spectral Methods and Non-Convex Optimization.
For maintaining a 3.96 GPA across my time at the university, I graduated Summa Cum Laude and was also recognized as a Enrico Fermi Scholar in the Physical Sciences Collegiate Division for excellence in my field of study.
Professional skillset
Clear, Prompt, and Concise Communication and Writing
Strong Background in Programming and Mathematics
Teamwork, Collaboration, and Time Management
Creative Problem Solver
Languages
English (native)
Spanish (proficient)