Frameworks: WebRTC, NodeJS, HTML, CSS, JavaScript
BitRoute addresses the lack of privacy, control, and efficiency in traditional file sharing where centralized servers risk data breaches and impose restrictions. Our solution is a decentralized, secure, and browser-based P2P file transfer platform. It eliminates cloud storage, uses direct P2P connections for instant, session-based transfers, and requires no installs, plugins, or sign-ups.
Frameworks: React, Tailwind CSS, Node.js, Express.js, Speech Recognition APIs
Speech disorders pose a significant barrier to effective communication. Access to traditional speech therapy is often hindered by high costs and limited availability. To address this, we developed an open-source speech therapy application that offers a user-friendly and accessible alternative. The app features guided speech exercises, real-time pronunciation feedback using speech recognition, and progress tracking to monitor improvement over time, allowing users to practice independently at their own pace.
Frameworks: React, Django, OpenCV, MediaPipe, SQLite, TinyLlama
Aceit is a smart interview preparation platform designed to enhance both technical readiness and non-verbal communication skills. It features real-time posture analysis using computer vision, allowing users to receive immediate feedback on their body language, sitting posture, and facial orientation during mock interviews. Alongside this, Aceit generates personalized and domain-specific interview questions tailored to the user's interests and background. By combining intelligent question generation with live behavioral feedback, Aceit offers a comprehensive and interactive solution for effective interview preparation.
Frameworks: Manim, Google Gemini AI, Tkinter, FFmpeg, NumPy, SciPy, Matplotlib, SymPy
Mathematics is often taught using static diagrams and text-based explanations, making it difficult to grasp dynamic concepts, leading to memorization instead of deep understanding. AniMath addresses this with a mathematical animation tool powered by Manim. It provides interactive and visually intuitive explanations for a wide range of mathematical topics. By leveraging dynamic animations, students can explore mathematical concepts step by step, making learning more engaging, accessible, and effective.
Frameworks: HTML5, CSS3, JavaScript, Bootstrap 5, LocalStorage
Staying consistent with healthy habits is a widespread struggle, and many trackers create barriers with internet requirements or complex setups. Habit Hack is a privacy-respecting, gamified habit tracker designed to encourage consistency and personal growth. It allows users to create custom habits, track daily completions, and gain motivation through streaks, points, and badges in a simple, responsive UI that works offline using LocalStorage.
Frameworks: Python, Flask, JavaScript, HTML, CSS, Web Speech API, Docker
Modern web search engines are driven by ads and user tracking, creating a need for private, customizable alternatives. SearXNGPlus enhances the open-source meta-search engine SearXNG with a more advanced and user-friendly experience. It introduces voice search, auto-completion, filter-based search, and an AI-powered result generation feature to provide instant, intelligent answers, transforming SearXNG into a powerful, private, and personalized search tool.