Projects

Selected work that demonstrates my capabilities in AI, full-stack development, and problem-solving

EyeInTheSky

Master's Thesis Project

Deep learning model for detecting traffic accidents from aerial imagery using knowledge distillation and YOLO for real-time detection.

PyTorch YOLO Deep Learning Computer Vision

Retail Recommendation System

Full-Stack ML Application

Full-stack recommendation system for pharmaceutical products with modern ML frameworks and React frontend for real-time product suggestions.

RecBole FastAPI React Docker

Crypto Market Forecasting

Big Data Analysis

Big data analysis and forecasting model for cryptocurrency markets. Processes large datasets to predict market trends using machine learning techniques.

PyTorch Big Data Jupyter Data Science

Blockchain Thesis Management

Bachelor's Thesis Project

Decentralized application for managing university theses on Ethereum blockchain. Ensures security, traceability, and reduces archival costs through smart contracts.

Solidity Angular Ethereum Blockchain