Isaac Patricio Moreno

Bachelor of Science in Computer Science, Minor in Mathematics. El Paso, TX.

CS 4371 Independent Study with Dr. Yoonsik Cheon

Does Documentation Help? Evaluating the Role of Javadoc-Style Comments in LLM-Generated Unit Tests via Mutation Testing

• Conducting a semester-long study of whether Javadoc comments improve bug detection by Claude-generated Java unit tests.
• Conducting a literature review on LLM-generated unit tests, code documentation, and mutation testing.
• Selecting open-source Java projects and learning mutation testing (PIT) for the study's preliminary report.
• Planning a three-condition comparison: code only, Javadoc + signature only, and code + Javadoc.

Tools: Java, JUnit, PIT (learning), Claude · Status: In progress. The preliminary report covers the literature review, Java project selection, and PIT setup. No results yet.

Full-stack web app for my photography business

• Built and deployed a full-stack photography business web app with a cinematic portfolio gallery, serving real El Paso clients.
• Designed a PostgreSQL-backed booking system with automated Resend email notifications, cutting manual coordination.
• Implemented a password-protected admin panel for bookings, media uploads, and portfolio updates without code changes.
• Architected a cloud storage pipeline with Supabase Storage and edge functions; deployed on Vercel with continuous delivery.

Tools: React, Vite, Supabase, PostgreSQL, Vercel, Resend · Status: Ongoing

Multi-sport analytics dashboard

• Built a multi-sport analytics dashboard on ESPN's public REST APIs for live scores, standings, and stats (NFL, NBA, MLB).
• Created interactive Recharts visualizations for at-a-glance comparison of team and player performance across leagues.
• Architected a modular React component system with React Router, extensible to new leagues; deployed on Vercel.

Tools: React, Vite, React Router, Recharts, ESPN API, Vercel · Status: Complete

AI threat assessment platform, UTEP Hackathon (team project)

• Prototyped an AI threat assessment platform fusing drone video, NLP on 911 transcripts, and real-time risk scoring.
• Implemented NLP-based incident severity classification and designed a Figma dispatcher dashboard for live risk indicators.
• Delivered a functional end-to-end prototype within 48 hours as part of a multidisciplinary team.

Tools: NLP, Computer vision, Figma · Status: Hackathon prototype

Personal project, the campus you are walking around right now

• All art is original pixel art drawn in code when the page loads: tiles, Bhutanese-style buildings, desert plants, characters, and the El Paso star on the Franklin Mountains.
• Vanilla HTML, CSS, and JavaScript on a 2D canvas with no frameworks, built as static files ready for GitHub Pages.
• Keyboard, touch, and screen reader friendly, with a reduce-animation option and a no-JavaScript fallback.
• All content lives in one data file that also generates the plain recruiter page.

Tools: HTML, CSS, JavaScript, Canvas 2D · Status: Ongoing

Disney College Program, Cast Member / PhotoPass Photographer, Orlando, FL

• Captured 200+ high-quality photos per shift in a fast-paced, high-traffic setting under strict quality and turnaround standards.
• Interacted with guests daily, gathering live feedback and adapting quickly to improve the guest experience.
• Earned 100+ documented guest compliments for professionalism, creativity, and customer experience.

Tools: Photography, Guest experience, Communication · Status: Completed

Real Estate Agent, El Paso, TX

• Closed multiple residential transactions by managing pricing analysis, negotiations, and contract execution.
• Applied comparative market analysis to guide data-informed client decisions; built long-term client relationships.

Tools: Market analysis, Negotiation, Client relationships · Status: Completed