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tmarhguy/README.md

Tyrone Marhguy

Typing SVG

Computer Engineering BSE @ University of Pennsylvania
Full‑Stack Development | Hardware Design | Embedded Systems | Machine Learning

"I design and build complete systems—ranging from transistor‑level CPUs and custom memory modules to full‑stack platforms and machine learning applications. My work focuses on bridging hardware and software to deliver high‑impact solutions."

LinkedIn Email Website GitHub

Featured Software Projects

SVD Image Compression

Live Demo GitHub

SVD Animation
  • Next.js + TypeScript app with per‑channel SVD for real‑time rank‑k reconstructions
  • Handles 20MB+ uploads; ~45% faster processing; CLS=0; Lighthouse 90/73/100

UniBridge – Ghana

Live Demo GitHub

UniBridge Animation
  • Centralized admissions platform: FastAPI + Next.js 14 + PostgreSQL + Redis
  • 0.8s FCP, 1.4s Speed Index; secure OAuth2, AES‑256, CI/CD via Actions

MoMo Credit Score Generator

Live Demo GitHub

MoMo Animation
  • FastAPI microservices + XGBoost; AUC 0.82; <400ms P99
  • React dashboard with SHAP explainability; data compliance baked‑in

Music & You

Live Demo GitHub

Music Analytics Animation
  • Predicts Big‑Five traits from Spotify behavior (300+ tracks / user, 35+ features)
  • 16‑endpoint API; sub‑5s predictions; async streaming boosts engagement

Hardware Projects

8‑Bit Transistor CPU

Repo

CPU Animation
  • Built from 700+ discrete transistors; custom 12‑instruction ISA
  • Python assembler + test framework; propagation delay analysis

16‑Bit Transistor Memory

Repo

Memory Animation
  • D‑flip‑flop arrays with custom bus control; Arduino integration
  • 1,000+ stable access cycles; sub‑µs read/write operations

Precision Clock Oscillator

Repo

Clock Animation
  • Ultra‑stable RC multivibrator; <1% drift across temperature
  • Precision duty‑cycle control; analog design mastery

Transistor‑Logic Calculator

Repo

Calculator Animation
  • Four‑function arithmetic; ripple‑carry adders; custom 7‑segment decoder
  • <5ns propagation latency on 16‑bit operations

Skills Snapshot

From transistors to terabytes—building at every layer of the stack.

  • Languages: Python, TypeScript/JavaScript, C/C++, C, Verilog
  • Frameworks: FastAPI, React, Next.js, Node.js, XGBoost, Tailwind
  • Data/Cloud: PostgreSQL, Redis, MongoDB, Docker, AWS, Kubernetes
  • Hardware/Embedded: Arduino, FPGA, KiCad, Oscilloscopes & analyzers

Development Analytics

GitHub Statistics

Tyrone's GitHub Stats

Language Distribution

Top Languages

GitHub Trophy Case

GitHub Trophies

GitHub Activity Graph

GitHub Activity Graph

Connect & Collaborate

Excited to discuss technology, collaborate on projects, or explore opportunities.

Get In Touch

LinkedIn
Professional Network 		Email
Direct Contact 		Portfolio
Project Showcase 		GitHub
Code Repository

Topics I love:

Scalable Systems • Machine Learning • Hardware Design • Tech for Good

"Building bridges between silicon and software, one transistor at a time"

Profile Views

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  1. ytmusic-spotify-migrator ytmusic-spotify-migrator Public

    Python 2

  2. music-and-you music-and-you Public

    Python

  3. unibridgeGhana unibridgeGhana Public

    TypeScript 1

  4. svd svd Public

    TypeScript 6 2