Skip to content
View bryanrg22's full-sized avatar
  • Los Angeles, California
  • 09:58 (UTC -07:00)
  • LinkedIn in/bryanrg22

Highlights

  • Pro

Block or report bryanrg22

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
bryanrg22/README.md

Bryan Ramirez-Gonzalez

CS @ USC | Incoming SWE Intern @ NVIDIA | Published Researcher | 3x 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.

First-generation Mexican-American from Azusa, California. I learned engineering before I ever wrote code — right here in my dad's shop. At 15, the COVID-19 pandemic hit and I worked alongside him to support our family.

Out the door before 6 AM, back home after 7 PM — full days in the shop while doing school virtually. That's where I learned what real work looks like.

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

Featured Projects

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

Experience

Company Role Highlight
NVIDIA Incoming SWE Intern Building Agentic AI — Summer 2026
Amazon x USC Research Intern LLM Safety research (Jan 2026 – Present)
Jane Street Undergraduate Fellow FOCUS '25 (1 of 14) · UNBOXED '24 (1 of 37)
USC ISI Research Intern Published EDTok at ICWSM 2025 · Image coordination detection
D.E. Shaw Connect Fellow 3-day fellowship at NYC office
Two Sigma New Seekers Summit Selected participant (Feb 2025)
SIG Discovery Day First-year program (Feb 2025)
LavaLab Software Developer USC's premier startup incubator — Demo Night Winner
QuantSC Software Developer USC's premier quant club
TroyLabs Software Developer USC's premier startup accelerator
FIRST Robotics Lead Developer Regional Semifinalist — Top 5 of 32 teams
SkillsUSA Team Leader State Bronze — 3rd best engineering project in CA

Publications

EDTok: A Multimodal Eating Disorder TikTok Dataset Accepted to ICWSM 2025 arXiv:2505.02250

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

Hackathons & Competitions

11 Hackathons. 3 Wins. Coast to Coast.

Event School Result
MITHacks MIT Completed
🏆 HackTech 2025 Caltech Winner — 1st Place Dryft Challenge
TreeHacks Stanford Completed
MIT iQuHACK MIT Completed
HackPrinceton Princeton Completed
🏆 HackHarvard 2024 Harvard Winner — Best Use of Terraform
YHacks Yale Completed
PennApps XXV UPenn Completed
UC Berkeley AI Hackathon UC Berkeley Completed
🏆 AstroHacks Winner — Gold Medalist

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


Pinned Loading

  1. Basis_Info Basis_Info Public

    Basis.

    Python

  2. Swerve Swerve Public

    JavaScript 2 1

  3. Lambda-Rim-Info Lambda-Rim-Info Public

  4. DPulavarthy/HackHarvard DPulavarthy/HackHarvard Public

    JavaScript 2 1

  5. Mit_Hacks Mit_Hacks Public

    JavaScript 1

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

    TypeScript