Data Science, AI and much more!
A website showcasing my works
My projects
LLMs and GPT
AI Innovations in Web Marketing
A 4-months research project to integrate AI-driven innovations into SiteBySite, a web marketing company, enhancing their services through cutting-edge technology.
Hackathon Unox – A 24-hour challenge to innovate with LLMs
An exciting contest in cooperation with AWS to design the best innovation for the world renowned Unox company.
Deep Learning and AI
Environmental Sound Classification
Implementing feature extraction and Training Deep Learning algorithms -CNNs and transformers- to classify environmental sounds.
Street Image Segmentation
Training various Deep Learning algorithms for street image segmentation: a critical task for security systems and autonomous vehicles.
Algorithmics
Graph Theory: Minimum Connected Vertex Covers
Coding an algorithm to find optimal solutions to the minimum CVC problem, NP-hard graph theory challenge.
Boolean Satisfiability: solving Minesweeper with SAT solver
Coded from scratch the popular game Minesweeper and a GUI to play it. Implemented a SAT solver to solve any state with boolean logic.
Optimization Algorithms for Anomaly Detection
Implementing the popular Frank-Wolfe algorithm for finding optimal solutions in convex polytopes.