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bryanrg22/README.md

Bryan Ramirez-Gonzalez

CS @ USC | Incoming SWE Intern @ NVIDIA | Published Researcher | 4x Hackathon Winner

LinkedIn Badge Gmail Badge GitHub Badge Website Badge Google Scholar Badge DevPost Badge Handshake Badge


About Me

Sophomore studying Computer Science at USC Viterbi. Incoming Software Engineering Intern at NVIDIA building agentic AI. Published researcher at ICWSM 2025. Selected for selective quant discovery programs such as Jane Street FOCUS and Hudson River Trading – Inside HRT.

First-generation Mexican-American from Azusa, California.

I also bench 225 now. and still play soccer...

Featured Projects

Voice-controlled Claude agent that operates a real iPhone — built for blind and low-vision users. Hold the Action Button, speak a task, watch Claude take over any app (LinkedIn, CVS, your bank) while AVSpeechSynthesizer narrates every step. 20+ tools, CoALA-style memory stack, prompt caching, 10–100× action-latency reduction via direct HTTP to Maestro's XCTest runner.

Claude Badge Node.js Badge Swift Badge XCTest Badge

🥉 3rd Place — Claude Builder Hackathon @ UCLA, April 2026

An immersive 3D portfolio built as an interactive auto body garage. Visitors explore my work by clicking on garage objects — smooth camera fly-ins, GPU-tier quality scaling, and demand-driven rendering (0fps when idle).

React TypeScript Badge Three.js Badge Vite Badge TailwindCSS

Live at bryanram.com

Award-winning agentic AI platform for cost segregation. Multi-agent vision pipeline (Grounding DINO → SAM2 → GPT) with IRS-grounded RAG system. 2 paying customers from top-5 firms.

Python LangGraph Badge React TypeScript Badge

Won LavaLab Demo Night F'25 (Best Traction)

Quantitative fantasy sports analytics. Poisson modeling, 100k-run Monte Carlo simulation, GARCH(1,1) volatility forecasting, and cross-platform arbitrage engine.

Python React Flask Badge Firebase

78% win rate — turned $10 into $3,000

Agentic procurement co-pilot built at Caltech's HackTech. Event-driven LangChain agent with intent classification and multi-step reasoning. Invited by Dryft to SF Neo offices for post-hackathon collaboration.

Python LangChain Badge React Firebase

1st Place Dryft Challenge @ Caltech HackTech

Research

iOS-Agent: Open Research Platform for Physical Mobile GUI AgentsUSC ISI · Jan 2026 – Present

First open research platform for autonomous AI agents on physical iOS. 22+ tool primitives, first autonomous multi-step drag on iPhone, 3.5× speedup on 15-step agent tasks (88s → 24s) via context compression, direct XCTest HTTP, and prompt caching.

EDTok: A Multimodal Eating Disorder TikTok DatasetAccepted to ICWSM 2025 · arXiv:2505.02250

LLM-assisted pipeline for building the first multimodal eating disorder dataset from TikTok content.

USC ISI · Research Intern
iOS-Agent (current) · EDTok @ ICWSM 2025
Amazon × USC · Research Intern
LLM Safety (Jan 2026 – Present)
USC Viterbi · CS Sophomore

Experience

       

Company Role Highlight
NVIDIA Incoming SWE Intern Building Agentic AI — Summer 2026
Hudson River Trading Undergraduate Fellow Inside HRT — Algorithm Development (Quantitative Research) Track, May 2026
Jane Street Undergraduate Fellow FOCUS '25 (1 of 14) · UNBOXED '24 (1 of 37)

Full list on bryanram.com.

Hackathons

12 Hackathons. 4 Wins. Coast to Coast.

                          

Event School Result
🏆 Claude Builder Hackathon 2026 UCLA 3rd Place — Agentic Automation on iOS
🏆 HackTech 2025 Caltech Winner — 1st Place Dryft Challenge
🏆 HackHarvard 2024 Harvard Winner — Best Use of Terraform
🏆 AstroHacks Winner — Gold Medalist
YHack Spring 2026 Yale Completed
MITHacks MIT Completed
TreeHacks Stanford Completed
MIT iQuHACK MIT Completed
HackPrinceton Princeton Completed
YHacks Fall 2024 Yale Completed
PennApps XXV UPenn Completed
UC Berkeley AI Hackathon UC Berkeley Completed

Competitions

Event Result
SkillsUSA (State) 🥉 Bronze — 3rd best engineering project in CA
FIRST Robotics (Regional) Semifinalist — Top 5 of 32 teams

Languages & Tools

Languages

Python C++ Java TypeScript Badge SQL Badge OCaml Badge C

AI/ML

LangChain Badge LangGraph Badge PyTorch OpenCV Badge FAISS Badge CLIP Badge SAM2 Badge

Web

React Next.js Badge TailwindCSS Vite Badge Three.js Badge

Backend & Cloud

FastAPI Badge Flask Badge Firebase Docker Badge GCP Badge AWS Badge Linux Badge

GitHub Stats

GitHub Streak

GitHub contribution snake animation

Reach Me

🌐 bryanram.com · 📄 Resume · 📧 bryanram2024@gmail.com · 💼 LinkedIn


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  1. ios-agent_automation ios-agent_automation Public

    Swift 1

  2. Basis_Info Basis_Info Public

    Basis.

    Python

  3. Swerve Swerve Public

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  4. Lambda-Rim-Info Lambda-Rim-Info Public

  5. DPulavarthy/HackHarvard DPulavarthy/HackHarvard Public

    JavaScript 2 1

  6. bryan-garage-portfolio bryan-garage-portfolio Public

    TypeScript