Open to opportunities

Luis Felipe Figueroa Villanueva

@luisfelipefigueroavi

Message

AI quality evaluator and systems engineering student specializing in LLM QA and automation.

Mexico

Message

What I'm looking for

I’m looking for an entry role where I can evaluate LLM outputs, improve prompt quality, and strengthen QA for AI-assisted workflows—using my data and automation skills to reduce errors and increase reliability.

I’m a Computer Systems Engineering student focused on AI Quality Analysis—auditing AI-generated output for logical consistency and factual grounding to minimize errors in technical workflows. I’ve built with Generative AI to improve code optimization and system architecture, and I actively apply QA protocols to validate both software functionality and reasoning quality.

Alongside my AI QA work, I analyze data with predictive modeling (NBA/MLB market inefficiencies) and use tools like Orange Data Mining and Python/Pandas for reliability-focused reporting. I also bring hands-on technical troubleshooting experience from freelance hardware support, plus training in Generative AI & Automation Bootcamp for local LLM orchestration and automation.

Experience

Work history, roles, and key accomplishments

Current

Project Developer (TicketFix)

Current

Independent Project

Apr 2026 - Present (3 months)

Developed a service management application using Generative AI tools to support code optimization and system architecture. Performed QA protocols to validate software functionality and logical consistency.

Quality Assurance Generative AI System Architecture

Current

Digital Content Creator & Video Editor

Current

Independent Project

Jan 2026 - Present (6 months)

Produced and edited videos for YouTube and TikTok end-to-end, emphasizing precise scene transitions, audio-visual synchronization, and dynamic formatting. Segmented clips, tagged media assets, and optimized video pacing to support audience retention.

Video Editing Content Creation Scene Transition Editing Clip Segmentation

Current

Quantitative Data Analyst

Current

Independent Project

Jan 2024 - Present (2 years 6 months)

Analyzed sports betting market inefficiencies (NBA/MLB) using Orange Data Mining and predictive modeling. Audited AI-generated data to identify numerical hallucinations and improve reliability in weekly statistical reports.

Data Analysis Orange Data Mining predictive modeling Data Modeling AI Quality Evaluation Fact Consistency Auditing

Current

Hardware Support Technician

Current

Freelance

Aug 2022 - Present (3 years 11 months)

Diagnosed and repaired smartphones and laptops. Maintained detailed technical documentation of hardware failures and solutions.

Troubleshooting Diagnostics Technical Documentation

Education

Degrees, certifications, and relevant coursework

TECNM Campus Zacatepec

Bachelor of Science, Computer Systems Engineering

Pursuing a B.S. in Computer Systems Engineering at TECNM Campus Zacatepec, with expected graduation in July 2028. Coursework includes Object-Oriented Programming (Java), Database Management (SQL), and Data Science (Python/Pandas), plus participation in mobile and IoT projects using NFC technology.