Software Project Ideas

A software toolkit, inspired by Kamera, that allows developers to simulate Kubernetes controller logic. Facilitates testing and verification of complex controller interactions before deployment, reducing errors and improving stability of Kubernetes-based systems.

A JavaScript library for React applications that dynamically routes requests to different AI backends (local models like WebGPU/WebLLM, API models like OpenAI/Gemini) based on configuration, maintaining code cleanliness and testability with a modular architecture. The library would provide a standardized interface for AI interactions.

A lightweight application designed to address the inconsistent biometric authentication behavior between iPhones and iPads running iOS/iPadOS. It provides a simplified user interface leveraging Expo and LocalAuthentication to ensure consistent authentication functionality across Apple devices, displaying clear success/failure messages.

A Next.js application optimized for efficiently displaying and searching documents (PDF, DOCX, PPT, XLSX, EML) stored on S3. Features include real-time search, highlighting, and smooth scrolling, leveraging server-side rendering for improved performance and SEO.

A React/JavaScript library and accompanying tooling facilitating seamless switching between local AI models (WebGPU/WebLLM) and cloud-based AI APIs (OpenAI/Gemini). Provides a clean abstraction layer, minimizing codebase changes when migrating between different AI providers.

A plugin/extension for VS Code or other code editors that proactively identifies and resolves potential linting errors and optimization opportunities in React code, drawing from common issues highlighted on platforms like Stack Overflow. Aims to provide immediate feedback and automated fixes.

A software solution that provides consistent biometric authentication across different iPad models and iOS devices, addressing the reported inconsistency of LocalAuthentication functionality on iPad mini devices. It acts as a compatibility layer, ensuring a uniform user experience regardless of the iPad model.

A small, portable device that uses Bluetooth scanning to detect the presence of smart glasses with cameras, providing a privacy alert for the user. Designed for personal security awareness.

A decentralized email client built on top of the Yggdrasil network protocol, providing end-to-end encryption and avoiding reliance on centralized email servers, enhancing privacy and censorship resistance.

A tool utilizing LLMs to automatically scan PCB schematic files (KiCad, Altium) and identify potential errors, highlighting inconsistencies and recommending improvements before fabrication. Reducing design errors and shortening lead times.

A self-hostable, privacy-focused agent that leverages Retrieval-Augmented Generation (RAG) for knowledge retrieval without sending data to third-party LLM providers. This caters to organizations with strict data privacy requirements and allows them to utilize advanced LLMs internally.

A software solution utilizing machine learning to automatically identify and extract questions and answers from unstructured textual questionnaires, streamlining data processing and analysis from large, varying format documents.

A tool specifically designed to manage GDPR deletion requests within Graph RAG (Retrieval-Augmented Generation) knowledge bases leveraging Neo4j, addressing the challenge of completely removing sensitive data from community summaries and embeddings.

An API that automatically calculates and reports cryptocurrency taxes, integrating with various exchanges and blockchains to simplify tax filing for individuals and businesses, especially relevant to the upcoming UK crackdown on crypto tax avoidance.

A real-time monitoring and threat detection system focused on the unique vulnerabilities of emerging layer-1 blockchains like Canton, specifically addressing the rising concern of quantum computing attacks and potential exploits.