Here you’ll find a collection of projects I’ve developed, including web applications, tools, and other software solutions. Each project includes technical details about the development process and technology stack used.
Browse through the projects below to learn more about my work and the technologies I use.
RAG Explainer is an interactive educational tool designed to help users understand the inner workings of Retrieval Augmented Generation (RAG) systems. Through visual demonstrations and step-by-step explanations, it breaks down the complex processes that enable AI systems to retrieve and utilize relevant information when generating responses. Key Features Interactive visualization of the RAG pipeline Step-by-step breakdown of each component in the RAG process Visual representation of text chunking strategies Vector embedding visualization with dimension explanations Real-time vector similarity calculations with color-coded overlap Demonstration of retrieval results ranking LLM prompt construction example Educational sample data with planetary information User-friendly interface with intuitive controls RAG Components Explained The tool walks users through the five key components of RAG systems: ...
The Cruise Drink Calculator is a web application designed to help cruise travelers make informed decisions about purchasing drink packages. By comparing the package price to the estimated cost of individual drinks, users can determine if a drink package offers good value for their specific consumption habits. Key Features Interactive cruise line and ship selection from a database of options Departure date picker with automatic itinerary lookup Multi-currency support (USD, AUD, CAD, EUR, GBP) with real-time conversion Customizable drink package pricing input Daily drink consumption estimator for both sea and port days Individual drink price adjustment capabilities Detailed cost breakdown with per-drink analysis Real-time calculation of potential savings Mobile-responsive design with intuitive interface User feedback system for suggesting changes or improvements Development Process The Cruise Drink Calculator was developed to solve a common problem faced by cruise travelers: determining whether a pre-paid drink package is economically worthwhile. The development process involved: ...