What I built, the problem behind it, and the decisions along the way.
Showing 8 projects
2026Software + AI
Turn your laptop into an AI-powered security camera. Detect people in real time, get instant alerts on Telegram, and monitor everything from your dashboard — no hardware required.
2025AI / ML
An end-to-end machine learning project that analyzes telecom customer behavior and predicts churn using Logistic Regression and Random Forest, achieving 0.842 ROC-AUC and delivering actionable customer retention insights.
2023Software + AI
An autonomous drone simulation integrating Webots, OpenCV, and a Convolutional Neural Network (CNN) to navigate predefined waypoints, classify camera-captured targets, and trigger destination-based landing. The CNN achieved 97.98% test accuracy across five image classes.
2025AI / ML
Developed a hybrid movie recommendation system combining content-based filtering, user-based collaborative filtering, and SVD matrix factorization to generate personalized recommendations using movie metadata and over 100,000 user ratings.
2022Software + AI
A two-player strategy board game developed with Python and Pygame, featuring hexagonal grid navigation, piece-specific movement algorithms, rule validation, and graph-based connectivity checks.
2023Software
Developed two Python socket-based networking applications: a TCP client-server calculator supporting eight mathematical operations and a UDP file-sharing system featuring packet sequencing, chunk-based transmission, and file reconstruction.
2023Software
A full-stack university course registration platform built with React, Node.js, Express, and MongoDB, featuring role-based dashboards, JWT authentication, semester management, and student course registration workflows.
2023Software + AI
Developed a rule-based course recommendation system using Python, MySQL, and Tkinter, enabling users to discover relevant courses from a dataset of 3,522 Coursera courses through an interactive preference questionnaire.
More experiments and coursework are on GitHub.