David Galati

Built a fully self-contained, offline-capable Kubernetes cluster on Raspberry Pi hardware. Orchestrated a 3-node PostgreSQL database (CloudNativePG) and distributed storage (Longhorn). Developed a custom Python/Flask dashboard to visualize real-time replication, automated failover, and complex split-horizon DNS routing in a dual-homed network environment.

This project investigates the evolving trends in Wikipedia's usage, focusing on the impact of generative AI on content creation. This work was further developed into my Master's Thesis.

A study exploring the performance of various machine learning models, comparing traditional approaches with state-of-the-art transformer-based models for hate speech detection across different social media platforms.

A comprehensive trip planning and reminder system that seamlessly integrates a user-friendly calendar interface with real-time notifications and authentication services, built on a microservices architecture.

A procedurally generated rogue-like game where you must escape a mine on Mars. Developed in Unity/C#, this game won 2nd place in the national Ubisoft Gamecellerator contest in 2018.

A fully functional, networked version of the classic game Connect Four, built in Java. It features a client-server architecture for two-player games, an AI opponent with adjustable difficulty, and a text-based UI.

This project outlines a new architectural vision for Rijkswaterstaat to address the critical challenge of predicting the end-of-life for aging civil infrastructure in the Netherlands.

Designed and validated the architecture for a Freight Mobility as a Service (FMaaS) platform, supporting decentralized, real-time data sharing and decision-making across a diverse network of logistics stakeholders.

This research investigates the application of sparse training techniques to YOLOv11 for detecting diseases in cocoa beans to optimize performance for high-noise datasets while reducing computational demands.

This project explores the implementation of an autonomous vehicle system for last-mile parcel delivery at the University of Twente (UT), addressing current logistical challenges, including traffic congestion and environmental impact.

Developed an intelligent environmental control system that uses sensor data to monitor and control the conditions within smart containers, leading to significant energy savings.

A business case for an integrated dashboard to address inefficiencies from disconnected data systems, providing real-time insights to streamline reporting and enhance data-driven governance.

Payya is a Raspberry Pi-based smart event system using RFID for attendance and cashless payments. A web interface allows vendors to manage sales and admins to oversee users and transactions.

A security assessment of a high-growth technology company, tasked with identifying critical vulnerabilities, analyzing business impacts, and proposing a prioritized set of security controls.

InMatch is a unique dating app that empowers users to turn the tables on data usage by companies like Google and Meta by using the information they gather to find curated matches.

This report outlines a strategic plan for the implementation of Virtual Reality (VR) technology at TAUW, an international engineering consultancy, to enhance stakeholder engagement and project visualization.

This research explores the challenges and mitigation techniques associated with implementing a Zero Trust Architecture (ZTA), a modern security model built on the principle of "never trust, always verify."

This project explores the timetables of the University of Twente from 2013 to 2017, aiming to uncover potential flaws and irregularities that could impact the effectiveness of student and teacher schedules.