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Hi there! I'm Eileen ๐Ÿ‘‹

in/eileen-paula

I'm a Computer Science Senior at Florida International University, passionate about AI research and quantum computing. I enjoy tackling complex problems, and I love to make an impact through technology and creativity. Iโ€™ve had the opportunity to work on a variety of exciting projects, from NLP and fine-tuning models to researching Quantum AI and adversarial machine learning.

๐ŸŒฑ Iโ€™m currently learning: Advanced Machine Learning topics including federated learning, explainable AI, and model interpretability.
๐Ÿ“ Working on a research paper to reduce energy consumption and CO2 emissions in AI models.

Experience

FIU Applied Research Center โ€“ Undergraduate Research Assistant (Jan 2024 โ€“ Present)

  • Assisted in fine-tuning NLP models and later worked on developing a PySpark and Kubernetes pipeline for existing projects.
  • Researched the current state of Quantum AI and adversarial machine learning, contributing to proposals and experiments.
  • Currently focused on testing defense mechanisms for Generative AI models and energy efficiency improvements.

Computing Alliance of Hispanic-Serving Institutions โ€“ Research Intern (Nov 2023 โ€“ Mar 2024)

  • Conducted research using machine learning techniques to analyze data from Fitbits, focusing on sleep patterns and emotional states.
  • Identified and interpreted significant correlations between physical activity, sleep quality, and emotional well-being.
  • Communicated findings professionally and contributed to a scientific poster presentation.

Sponsors for Educational Opportunity โ€“ Software Development Intern (June 2023 โ€“ Aug 2023)

  • Developed applications using Python, Flask, and MySQL, focusing on back-end and front-end web development.

Google โ€“ Tech Exchange Student (Jan 2023 โ€“ Apr 2023)

  • Engaged in Googleโ€™s exclusive tech-focused academic program, building skills in data structures and algorithms.

Research

My main research interests are in:

  • Quantum AI
  • Adversarial Machine Learning
  • Generative AI
  • Model Optimization and Sustainability

โšก When I'm not coding or researching, you can find me kayaking, dancing salsa, or perfecting my workouts ๐Ÿ’ช. I believe in empowering underrepresented communities in tech and love to collaborate on impactful projects.

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