software project ideas

A diagnostic tool leveraging CNN technology (similar to the 2015 CNN) as a supplementary tool for dermatologists to assist in identifying potential skin cancers.

A scalable web and mobile application (iOS/Android) for discovering, customizing, and downloading ringtones, inspired by RingMasti but with improved search, curation, and a focus on regional music.

A Supabase Row Level Security (RLS) policy auditing and generation tool that analyzes database schemas and suggests optimal RLS policies, preventing data leaks and enforcing access control.

A SaaS platform utilizing AI models (like Gemma) to automatically summarize and categorize notes, similar to LazyDigest, but with team collaboration and workflow integration features.

An open-source AI-powered tool that automatically extracts data from bills (images or PDFs) and flags unexpected charges or increases, automating the tedious task of bill review as demonstrated by SlothBank, using Gemma 3 and Mastra.

A lightweight desktop application (available for Windows, macOS, and Linux) that monitors Chrome's RAM usage and provides visual alerts when it exceeds a configurable threshold, helping users optimize their system performance. Can be extended with an AI agent to suggest tab closures.

A web application that allows users to compare foldable smartphones, focusing on feature parity with Apple's iPhone Duo and providing a comprehensive database of specifications and user reviews. The goal is to help consumers find the best Android alternative.

A mobile application designed to provide users with alerts and automated configuration for their external Ethernet connections, specifically tailored for security cameras and similar IoT devices, emphasizing lightning protection and signal strength monitoring.

A tool to assist in the creation of targeted datasets for fine-tuning open-weight models, specifically focused on identifying and generating edge cases. It would leverage AI techniques to proactively discover and synthesize examples that expose vulnerabilities and improve model robustness.

A cross-platform software providing continued functionality and monitoring for older, unsupported Nest devices. Users can connect their devices to the hub and receive notifications, manual temperature adjustments (where possible), and archival of historical data, bridging the gap of discontinued support.

A mobile application that provides enhanced tracking and management of AirTags, going beyond the standard Apple Find My app. Features include custom notifications based on location, geofencing, and integration with travel itineraries to proactively alert users about luggage status.

A software solution that streamlines the creation, management, and switching between multiple virtual desktops within Windows, addressing the common underutilization of this feature. It would offer customizable organization, quick switching options, and visual cues for active desktops.

An enhanced, cloud-based version of the GeoSim Lab, providing real-time rainfall and runoff experiments, a reproducible terrain explorer, and a geography assistant for educational purposes, leveraging local AI for personalized learning experiences.

A mobile application providing detailed repair guides and step-by-step instructions, similar to iFixit, but with enhanced AR overlays and interactive 3D models to aid users in repairing their iPhones, particularly foldable models.

A tool to analyze AI reports (like the Deloitte report on the university merger) for AI-hallucinated references and cost discrepancies, providing auditors with a quick and reliable way to identify and correct errors.