P

pytest

A production-grade machine learning system for classifying celestial objects — stars, galaxies, and quasars — from 500,000 photometric observations sourced from the Sloan Digital Sky Survey (SDSS DR18). The pipeline covers LOF-based outlier detection, SMOTEENN class balancing, and SelectKBest feature selection, with six classifier configurations benchmarked against each other. Random Forest achieved the highest accuracy at ~99.51%, while LightGBM was selected for deployment due to its faster inference, smaller footprint, and clean ONNX export path. The system is fully containerized with Docker, backed by a CI/CD pipeline, and served live via a Gradio interface on Hugging Face Spaces.

A basic "front-end" microservice written in the python Flask framework that merely returns some environmental variables from kubernetes. It is intended to be a proof-of-concept.

A simple and dummy REST API written in Python using Flask, Peewee and Marshmallow.

This project is about a web application to provide a platform for gaming that runs the Mancala game as the first game on the platform as an assignment for the Bol.com company during the recruiting process.

A script that parses webpages and checks the status of its links

Basic Django web application template.