Software Engineer & AI Developer

Vincent Guarnieri

Junior at UVA studying CS and Applied Statistics. I build AI systems, web apps, and things I want to exist.

Junior at UVA studying Computer Science and Applied Statistics. I co-founded BigStack.io, shipped an iOS app to the App Store, and spent the past year doing AI engineering at Respondr. This summer I'm joining GEICO as an AI intern in New York.

Outside of code I play poker competitively, follow football, and cook. A lot of my projects come from problems I run into personally. Anchored started because I needed a way to manage tilt at the tables.

Skills

PythonJavaScript / TypeScriptNext.jsFastAPISQLRAG / LLMsScikit-learnSwiftJavaGit
Web App / Capacitor

Anchored: Poker Tilt Coach

App that helps poker players recognize and manage tilt in real time. Built with Capacitor and deployed to the App Store.

App Store
Next.js / TypeScript / Supabase

IdeaForge

AI startup validation tool that mines real complaints from public forums, clusters pain points, runs competitive analysis, and spits out a validation playbook.

GitHub
Python / Scikit-learn

Fantasy Football Ranker

Neural network that ranks NFL players by position. Beats most human consensus rankings and popular algo rankings when injuries are excluded.

GitHub
Python / Scikit-learn

NBA Player Grader

Ridge regression model that finds which stats actually predict wins, then uses them to grade current and historical NBA players. Strong correlation with team win totals.

GitHub
Summer 2026New York City, NY
GEICO

Artificial Intelligence Intern

Apr 2025 – Present

Co-Founder & CTO

  • Co-founded an AI poker coaching platform with real-time stat tracking, leak detection, and solver-backed feedback
  • Designed and built an NLP-driven conversational coaching agent backed by game-theory solver analytics
  • Ran full product development from prototype to production at bigstack.io
May 2025 – PresentRichmond, VA
Respondr

AI Developer & Data Analyst Intern

  • Built a RAG-based LLM chatbot for automating crisis-response workflows
  • Preprocessed, embedded, and vectorized emergency response plan data using SQL databases
  • Invited to continue part-time through the school year based on performance
Jun 2020 – May 2025Richmond, VA

Web Developer & Digital Marketer

  • Built and maintained the company website end-to-end
  • Wrote SEO reports for Scribe and its clients
  • Developed content strategy to grow audience for both Scribe and client brands
May 2024 – Aug 2024Glen Allen, VA
Chuy's

Server

May 2022 – Aug 2022Ashland, VA

IT Intern

  • Ran help desk support for employee hardware and software issues
  • Imaged and configured computers for staff
  • Managed inventory, shipping, and equipment organization

University of Virginia

B.A. Computer Science & Applied Statistics, expected May 2027

GPA: 3.7

UVA

Deep Run High School

Center for Information Technology, graduated 2023

Ranked 11 / 492

Deep Run