Attempting to build cool shit...
I'm a senior CS student at UNC Chapel Hill doing undergrad research in brain‑computer interfaces with Dr. Raghavendra Pothukuchi. My current focus is building real‑time benchmarking infrastructure for BCI signal processing — and eventually turning that into a company.
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CEO & Founder | Edge Carolina · Feb 2024 – Present
- Founded a 150+ member 501(c)(3) teaching software engineering through real product development.
- Raised $5 k+ for events & hardware; launched the Edge Carolina website to drive community engagement.
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Technical Manager | NEXUS, Method Inc. · Jun – Aug 2025
- Led a 13‑person intern team shipping a discovery‑first knowledge‑management platform (Next.js 15, Firebase, Firestore, Google Drive REST).
- Bootstrapped ~40 k lines of foundational code, navigated a mid‑program Chrome‑extension → web‑app pivot, and delivered through two back‑to‑back 5‑day sprints.
Common Off‑implant Runtime Test Ecosystem for BCI Kernels Production‑grade benchmarking framework for brain‑computer interface signal processing built on an AWS‑inspired primitives architecture.
- C engine + Python CLI measuring latency, jitter, throughput, and memory under real‑time deadlines.
- Discovered the "Idle Paradox" — idle systems produce worse latency due to DVFS effects.
- 260+ commits, 100 k+ lines of code.
CPython
Method's Knowledge Management Hub Discovery‑first internal platform with faceted search, structured curation, and conversational retrieval across thousands of documents.
- 63 composite Firestore indexes for sub‑200 ms multi‑faceted queries; cursor‑based pagination with client‑side relevance scoring.
- Google SSO, Drive integration, admin entity management, bookmarks.
Next.jsFirebaseTypeScript
Course & Assignment Tracker Minimal Next.js app for tracking courses and assignments with optional Canvas LMS import.
- NextAuth (Email + Google), Prisma + SQLite, secure token‑based email verification and password reset.
- React Query, Zod validation, rate‑limited API endpoints.
TypeScriptNext.jsPrisma
Competitive 1v1 trivia game with ELO matchmaking, 200 k+ questions, and real‑time WebSocket gameplay.
Next.js Supabase TypeScript
AI‑powered pipeline converting Python algorithms into production‑quality SystemVerilog RTL for FPGA implementation.
Python
Self‑healing LLM code‑editing framework with dynamic multi‑agent planning.
Python
Campus collaboration platform (Angular + FastAPI) for Edge Carolina. Python Angular
Large‑scale simulation inspired by "Generative Agents: Interactive Simulacra…" — orchestrating 300+ CLM agents.
Python
| Project | Description |
|---|---|
| Lands of Aeturnum | Python text‑adventure RPG with 100+ decision paths |
| Multifact | Full‑stack platform auto‑generating multi‑page websites from JSON/LLM prompts (private) |
| Pill Identification App | On‑device pill classifier with Rust + ONNX Runtime (private) |
| UNC‑CSXL Seating Chart | Real‑time seat/room reservation system for 1 k+ students |
| MakeMore2 | First MLP, based on Andrej Karpathy's MakeMore series |
- Email: westonvogle@gmail.com
- LinkedIn: linkedin.com/in/weston-voglesonger
- Portfolio: weston-portfolio.vercel.app



