Provides an offline AI tutoring application built with Electron that runs locally on your computer using Ollama or Llama models, ensuring complete privacy without requiring internet connectivity.

Enables presenters to create interactive polling sessions with real-time audience engagement, multiple question types, and live data visualization using Flask and WebSockets.

Provides hands-on AI learning resources and tools including chatbots, CLI utilities, and RAG systems built with Python and React for beginners to explore machine learning and natural language processing.

Provides Python tools for building agent-based, discrete-event, and system dynamics simulations with data visualization and educational support for business and stochastic modeling.

Manages GitHub repositories through CLI commands for categorization, health checking, topic tagging, and portfolio organization using LLM-powered automation.

Enables users to practice real-world conversations with an AI partner using speech recognition and text-to-speech in a cross-platform desktop app for interview prep and language learning.

Transcribes and analyzes audio/video conversations locally with AI-powered insights while maintaining privacy through on-device processing.

Converts Markdown and PowerPoint presentations into automated videos using AI-powered narration, image sourcing, and text-to-speech synthesis.

Loads folder contents as fragments for LLM chat, converting directories into searchable knowledge bases accessible via CLI or plugin interface.

Provides an AI-powered desktop application for entrepreneurs to learn business fundamentals, conduct market research, and develop pitch presentations through interactive tools and experiments.

Analyzes videos using computer vision and speech recognition to extract transcriptions, visual content, and AI-generated feedback for educational presentations.

RETIRED — superseded by Playable Lessons (https://playablelessons.eduserver.au). AI-powered case study generator for education.

Resolves multi-LLM disagreements in thematic analysis through human curation, running locally on your machine with no data leaving your device.

Analyzes documents using NLP to assess writing quality, readability, and academic integrity through a REST API microservice.

Generates configuration and infrastructure templates using Jinja templating to automate system deployment and management across multiple environments.

Provides AI-powered career guidance and resume analysis through a privacy-first desktop application that processes data locally without sending information to external servers.

Maps analyzer signals to assessment rubrics as observations with cited evidence, keeping humans in the loop for final grading decisions.

Analyzes student assignments to extract citations and references, then verifies their authenticity against academic databases to detect potential academic integrity issues.

Shortens URLs and generates QR codes with user authentication, link management, and URL expansion capabilities built with Flask and TinyDB.

Manages and organizes game resources for Ironvale using Jinja templating to generate configuration files and asset definitions.