Generates three optimized alt text variants (accessible, short, and SEO-focused) for images to improve web accessibility and search optimization using Ollama with local vision models (LLaVA), processing images entirely locally to address the critical accessibility challenge of creating effective alt text while maintaining user privacy and eliminating external dependencies.

SlideRevive transforms disorganized or outdated lecture slides into clear, structured, and visually polished learning materials. It uses PyMuPDF to extract content from PDFs and Google’s Gemini 1.5 Pro API to analyze, reformat, and summarize slide content into a structured JSON format. The system then generates a new PowerPoint file with consistent styling and accessibility improvements. Designed for educators and institutions, SlideRevive helps reduce cognitive load and enhances comprehension by making learning materials easier to read, navigate, and understand—especially for students with learning difficulties.

This AI-powered system automates the entire video translation pipeline—transcribing audio using OpenAI Whisper, translating text via Google Translate API, and generating dubbed voiceovers using realistic synthetic voices. It supports over 100 languages and is designed to help creators localize educational, informational, or commercial video content at scale and low cost. By streamlining a traditionally expensive and manual process, the tool democratizes global access to video-based knowledge, helping break language barriers in education, training, and communication.

RescueMind is an emergency planning platform that helps responders create data-informed action plans in disaster zones. It combines Groq’s GPT-OSS models for AI-generated response strategies with real-time, crowd-sourced updates from affected communities—gathered via simple mobile inputs. This hybrid intelligence approach enables planning teams to respond faster, smarter, and more accurately to unfolding events. RescueMind is designed for NGOs, crisis units, and local governments to increase resilience and save lives during emergencies.

AI Notes is a local-first tool that automatically transcribes and summarizes hours of recorded meetings using on-premises speech-to-text (Faster Whisper) and custom logic for extracting structured outcomes. It outputs action items, decisions, and discussion highlights without relying on third-party APIs or internet access. Tailored for teams that prioritize data confidentiality—such as legal firms, health organizations, or public institutions—AI Notes drastically reduces the manual effort of post-meeting documentation while maintaining full control over sensitive information.

FitForge is a personal wellness assistant built on Flask that offers tailored fitness and nutrition plans through a chat-based interface. It uses MindsDB Cloud to power intelligent suggestions and features like BMI calculation, calorie tracking, custom meal plans based on dietary restrictions, and goal tracking. Designed to make health coaching more accessible, FitForge helps users maintain consistency, improve habits, and meet their fitness goals—whether at home or in the gym—without the need for expensive personal trainers or rigid apps.

VisionAi analyzes full websites using computer vision and large language models to provide practical recommendations on accessibility, layout, SEO, and user experience. It captures full-page screenshots, uses intelligent segmentation to break pages into logical sections, and generates suggestions in plain language for developers or designers. VisionAi bridges the gap between visual analysis and actionable guidance—making it easier for startups, small businesses, and nonprofits to optimize their web presence without needing an expert audit team.

Doorstep30 is a mobile marketplace app designed for hyperlocal, offline trade and coordination. Using Bluetooth Low Energy (BLE) and RSSI-based proximity detection, users within 30−500 meters can buy, sell, barter, or connect—without internet or cell service. The app facilitates resilient local economies, ideal for rural areas, events, or communities seeking privacy-first alternatives to centralized platforms. By enabling decentralized, spontaneous commerce, Doorstep30 empowers neighbors to connect and exchange securely in real time.