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ScottT2-spec/README.md

coding gif

Hey, I'm Scott 👋

17-year-old AI builder from Ghana. Into AI engineering, robotics, and building things that actually help people.

I build on my phone. No laptop. Google Colab, Kaggle, and determination.

What I've built

🦟 Malaria Cell Detection — CNN that detects malaria-infected blood cells from microscope images. 95.43% accuracy on 27,558 NIH images. Real-world medical AI.

🧠 Neural Network from Scratch — Digit recognizer built two ways: from scratch with NumPy (96%) and a CNN ensemble for Kaggle (99.685% accuracy). Kaggle profile →

🎓 ScholarFinder — Student guidance platform with 485 scholarships, 184 universities, 138 opportunities. Telegram bot + live website. Essay help, visa guides, cost of living comparison.

🔍 Grid Pathfinder — BFS, DFS, and A* search algorithms visualized in Python.

🤖 VEX Line Follower — Autonomous robot with IR sensors and PID control in C++.

Tech I use

Python    TensorFlow    C++    NumPy    HTML    CSS    Git

Currently learning

  • 🎓 CS50AI (Harvard via edX) — search, optimization, neural networks
  • 🖥️ NVIDIA Deep Learning Institute — GPU-accelerated deep learning

About me

  • Founded Alpha Global Minds — STEM resources for 290+ students across 16 regions in Ghana
  • President of Robotics, IT, and Cybersecurity clubs (95+ members)
  • NSMQ National Quarter-finalist (among 174 schools)
  • Best Mathematics Student — 2 consecutive years among 1000+ students
  • Overall Best STEM Student

📚 What I'm reading



Da Vinci

Alchemist

Go-Giver

Hesse
Show Work

📊 GitHub Stats

Kaggle · ScholarFinder · Telegram Bot

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  1. vex-autonomous-line-follower vex-autonomous-line-follower Public

    Autonomous VEX robot with IR sensors, PID control, and obstacle avoidance — C++ on VEX Cortex

    C++ 17 2

  2. grid-pathfinder grid-pathfinder Public

    Visual implementation of BFS, DFS, and A* pathfinding algorithms — built on mobile with Python

    Python 15

  3. mnist-neural-network- mnist-neural-network- Public

    Neural network from scratch (NumPy only, 96% accuracy) + Kaggle Digit Recognizer competition entry (99.685% accuracy, top 40). No frameworks for the from-scratch version.

    Python 15 1

  4. scholar-finder-bot scholar-finder-bot Public

    Student guidance platform — 485 scholarships, 184 universities, 138 opportunities. Telegram bot + website with essay help, visa guides, cost of living comparison

    Python 14