yahya-s9 / mnistdigitrecognizer

The classic ML beginner project with TensorFlow/Keras

Hello I'm Yahya! 👋🏽 Aspiring Software Engineer 💻

🎓 Education

University of California, Berkeley

BS, Electrical Engineering & Computer Sciences (Graduating Dec 2024)

Coursework

Course	Title	Semester
CS 61A	Structure & Interpretation of Computer Programs (Python, Scheme, SQL)	Fall 2022
CS 61B	Data Structures (Java, Git)	Spring 2023
CS 188	Intro to Artificial Intelligence (Python)	Fall 2023
CS 161	Computer Security	Spring 2024
CS 186	Databasr Systems	Spring 2024

Course	Title	Semester
EECS 16A	Designing Information Systems & Devices I (Linear Algebra, Circuits, Introduction to Machine Learning)	Fall 2022
EECS 16B	Designing Information Systems & Devices II (Differential Equations, Robotics & Control, Unsupervised Machine Learning)	Fall 2023

Udemy Courses
Complete Python Bootcamp
Python for Machine Learning & Data Science Bootcamp
The Complete Web Development Bootcamp w/ Dr. Angela Yu

📈 GitHub Stats (Repos that I own only)

Stats	Languages

💼 Projects

Ramadan Food Waste Tracker Web App

• Visualizes the compostable food waste generated everynight from Berkeley Masjid's free Ramadan iftars
• (HTML, CSS, Bootstrap | Node.JS, Express.JS, EJS, Chart.JS)
• Source Code: https://github.com/yahya-s9/FoodWasteVisualizer
• Live Version: (https://frozen-depths-01344.herokuapp.com

Prayer time Web App

• Retrieves the 5 Muslim Prayer Times for any city in the world using the Al-Adhan API
• (HTML, CSS, Bootstrap | Node.JS, Express.JS, EJS)
• Source Code: https://github.com/yahya-s9/Tarkeez
• Live Version: https://obscure-stream-89952.herokuapp.com

MNIST Handwritten Digit Recognizer

• Designed an Artificial Neural Network using to recognize what number a handwritten digit represents
• (Python: Matplotlib, Pandas, NumPy, Scikit-Learn)
• Report: https://github.com/yahya-s9/

Languages and Tools