🚀 Cybersecurity & Software Engineering Portfolio
Welcome to my project portfolio. Below are some of the key projects I have worked on, ranging from my Master’s Thesis to self-directed security labs.
🛡️ Featured Projects
1. Federated Learning-based IDS for IoT (Master’s Thesis)
Stockholm University
- Deployed a distributed network of containerized nodes using Docker, Kubernetes, and Azure AKS.
- Analyzed 3M+ network traffic records with 94.3% accuracy.
- Implemented Differential Privacy (ε = 5) for data protection compliance.
- View Project Details & Code
2. Home SIEM Lab: Azure Sentinel and Microsoft Defender
Self-Directed Project
- Managed security monitoring across Windows and Linux environments using Azure Sentinel.
- Investigated real-time security incidents and maintained structured incident response reports.
- Reduced attack surface by remediating vulnerabilities identified via Microsoft Defender.
- View Project Details & Queries
Self-Directed Project
- Built Python and Bash scripts to parse logs and detect anomalies using statistical Z-scores.
- Automated severity classification and reporting for security incidents.
- View Project Details & Scripts
4. Route Optimization Visualizer
Algorithm Visualization
- Interactive tool to visualize Dijkstra and A* algorithms on real-world maps.
- Built with Leaflet.js for an engaging educational experience.
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🛠️ Tech Stack
- Languages: Python, Bash, SQL (KQL), JavaScript
- DevOps/Cloud: Docker, Kubernetes, Azure (AKS, Sentinel, Defender)
- Security: IDS/IPS, SIEM, Differential Privacy, Incident Response
Thank you for visiting! Feel free to explore the code in each project directory.