Projects
What I've Built.
A small collection of projects, that I have built over time.
IN_PROGRESS
Full-Stack CMS Platform & Self-Hosted Infrastructure
A complete content management platform with a self-hosted backend, secure API and cloud-based media storage.
- Java
- Spring Boot
- React
- PostgreSQL
- Docker
- Cloudflare Tunnels
- Cloudflare R2
- Netlify
COMPLETED
Neural Network From Scratch
Designed and implemented a multi-layer perceptron (MLP) from first principles using only NumPy.
- Python
- NumPy
- Machine Learning
- Neural Networks
- Linear Algebra
COMPLETED
Age Classification Model Comparison
Evaluated three computer vision approaches for age group classification using traditional machine learning and deep learning techniques.
- Python
- OpenCV
- PyTorch
- Scikit-learn
- NumPy
- SVM
- CNN
- HOG
- SIFT
- Bag of Visual Words