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beyondmarks-ai/README.md
Beyond Marks AI Academy - Learn, build, and innovate beyond the classroom

Engineering education that ships

Beyond Marks AI Academy is an engineering-focused learning community in India. We help the next generation move beyond grades by designing, building, and shipping useful software across AI, cybersecurity, developer tools, mobile, and the modern web.

  • Applied AI: practical products powered by LLMs, machine learning, and responsible cloud integrations
  • Secure engineering: threat analysis, trusted software delivery, and privacy-conscious architecture
  • Product building: real-world applications for Windows, Android, cloud, and the web
  • Learning by doing: project-based education with production-minded engineering habits

Featured engineering

Project What it does Core stack
App Forger Discovers trusted Windows software and verifies downloads with SHA-256 and Authenticode. Python 路 PySide6 路 Azure OpenAI
Threat Lens Analyzes URLs for phishing signals, TLS issues, redirects, typosquatting, and threat-intelligence matches. Go 路 Svelte 路 Docker
ShortcutX Maps mouse gestures and global shortcuts to powerful productivity actions in Windows. C# 路 WPF 路 .NET
Vaani Setu Connects users through real-time audio rooms using simple six-digit Vaani numbers. Flutter 路 Firebase 路 LiveKit
Refiner Adds AI-powered rewriting directly to Android's native text-selection menu. Flutter 路 Kotlin 路 Azure Functions
Academy Platform Delivers an AI-literacy and skill-mastery curriculum through a responsive learning experience. React 路 Vite 路 Framer Motion

Technology landscape

Python TypeScript C# Go Dart Kotlin

React Flutter Azure Firebase Docker GitHub Actions

Open-source activity

Beyond Marks AI Academy GitHub contribution streak
Learn deeply. Build boldly. Share openly.
Beyond Marks AI Academy 路 Bidar, Karnataka, India

Pinned Loading

  1. App_Forger App_Forger Public

    Trusted Windows software discovery and verified installer downloads with Python, PySide6, Winget, and Azure OpenAI.

    Python

  2. Dev-Bridge Dev-Bridge Public

    Secure QR-based Android build distribution and internal QA platform with device telemetry and AI-assisted diagnostics.

    C#

  3. Globe-News-Advance Globe-News-Advance Public

    Real-time and historical news intelligence on a 3D globe with AI summaries, semantic context, and text or voice follow-up.

    TypeScript

  4. NetMask-Sentinel NetMask-Sentinel Public

    Flow-based Windows network intrusion detection with live monitoring, risk scoring, incident correlation, and explainable ML.

    Python

  5. Threat-Lens Threat-Lens Public

    Local URL safety and phishing analysis with a Go API, Svelte UI, and multi-layer threat signals.

    Go

  6. Vaani-Setu-Beta Vaani-Setu-Beta Public

    Real-time Flutter calling prototype powered by Firebase, LiveKit, and an Azure-hosted signaling bridge.

    Dart