AegisAI- An Edge Native Threat Detection and Remediation Platform built for Loacal systems

🛡️ AegisAI is an edge-native cybersecurity and autonomous threat containment platform built for modern Security Operations Center (SOC) teams. Cyber threats and zero-day exploits move far faster than manual human response times. AegisAI bridges this gap by providing real-time telemetry streaming, XGBoost/ONNX machine learning-driven threat detection, SHAP-based Explainable AI (XAI) for zero-jargon risk analysis, an active Honeypot Deception Engine, and multi-agent consensus quorum for autonomous process containment. Built for the WeMakeDevs Hackathon (First Commit / Bharat Builds Tour with AWS). 🔗 IMPORTANT LINKS: Detailed Summary of the Project: https://drive.google.com/file/d/1LJzl... 🌐 Live Deployed Application: https://main.d2rqrw62mxd6iz.amplifyap... 💻 Source Code (GitHub): https://github.com/jaineshchaurasiya2... 📄 AWS Builder Center Blog: [YOUR_BLOG_LINK_HERE] --------------------------------------------------- ⏱️ TIMESTAMPS: 0:00 - Introduction & The Core Problem 0:30 - Tech Stack & Platform Architecture 1:15 - AWS Services Deep-Dive (Amplify, EC2, S3 WORM Vault) 2:15 - Key Learnings & Engineering Growth 2:50 - Live Demo Wrap-up & Project Links --------------------------------------------------- ⚙️ TECH STACK & AWS SERVICES: • Frontend: React 18, Tailwind CSS, Three.js (3D WebGL HUD Dashboard) • Backend: Python 3.11, FastAPI, Uvicorn, WebSockets • Machine Learning & XAI: XGBoost, ONNX Runtime, SHAP (SHapley Additive exPlanations) • AWS Hosting & Compute: AWS Amplify (Continuous CD for Frontend & Global Asset CDN) AWS EC2 (Amazon Linux 2023 running persistent systemd service for zero cold starts) • AWS Storage & Security Compliance: AWS S3 Object Lock (Write-Once-Read-Many WORM Vault for tamper-proof forensic auditing via Boto3) --------------------------------------------------- 👤 BUILDER: Jainesh Chaurasiya • GitHub: https://github.com/jaineshchaurasiya20 • LinkedIn:   / jaineshchaurasiya   #AWS #Cybersecurity #FastAPI #MachineLearning #ReactJS #ThreeJS #Amplify #EC2 #WeMakeDevs #Hackathon #Python #ExplainableAI