Loan Approval Prediction System
A machine learning model to predict loan approval based on applicant data using classification models and evaluation metrics.
yahya@assiut:~$ whoami
CS student turning messy data and real problems into systems that run.
focus ML systems, data, DesktopApps
stack Python · C# · SQL · Java · JS
01 — about
I'm a 3rd-year Computer Science student with a background in backend development and a growing focus on applied machine learning and data science. I like building things that go beyond a notebook — services that run, and models that actually get evaluated properly before they ship.
My work spans C# and Node.js backends, MySQL-backed systems, and ML projects covering everything from feature engineering to model selection with metrics. I also do problem-solving with C++ on Leetcode and Codeforces.
Outside of coursework, I'm active in the Helpers Assiut Community, where I build real projects — I like explaining what I learn as much as I like learning it.
02 — skills
Programming Languages
Web
Tools & Libraries
Soft skills
- Problem-solving
- Communication
- Teamwork
- Attention to Detail
03 — projects
Invoice Generator
A desktop application that generates professional PDF invoices with automatic calculations and formatted reports for any type of billing.
URL shortener
A desktop application for generating and managing short URLs with analytics and customization options.
Password strength checker & Generator
A Java application for generating secure, random passwords with configurable complexity rules and input validation.
04 — experience
How I got here.
Ongoing
Computer Science, Assiut University
Coursework and independent study spanning algorithms, databases, and applied machine learning.
Summer training
Applied ML & data science training
Hands-on training covering the full ML workflow — from data cleaning through model evaluation & deployment.
Training
Networking fundamentals
Practical training in networking concepts and tools, including Cisco Packet Tracer.
Ongoing
Helpers Assiut Community
Building community projects & organizing camps.
Ongoing
Independent projects
Backend, desktop, and ML & computer vision projects built outside of coursework to apply what I'm learning.
05 — contact
Let's connect.
Open to internships, junior roles, and collaborations in AI/ML or backend development.