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    <title>Projects on Ashfaaq Farzaan</title>
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    <description>Recent content in Projects on Ashfaaq Farzaan</description>
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    <item>
      <title>💡 Upcoming Projects 💡</title>
      <link>https://ashfaaq.dev/projects/upcoming-projects/</link>
      <pubDate>Mon, 22 Jun 2026 00:00:00 +0000</pubDate>
      <guid>https://ashfaaq.dev/projects/upcoming-projects/</guid>
      <description>A living roadmap of the projects currently being explored and scoped.</description>
    </item>
    <item>
      <title>Cyber Defense Sim 🕹️</title>
      <link>https://ashfaaq.dev/projects/cyber-defense-sim/</link>
      <pubDate>Wed, 05 Aug 2026 00:00:00 +0000</pubDate>
      <guid>https://ashfaaq.dev/projects/cyber-defense-sim/</guid>
      <description>A practice cyber range built on Gymnasium to train and evaluate defensive RL agents and practice incident response.</description>
    </item>
    <item>
      <title>Allowance Revoker 💸</title>
      <link>https://ashfaaq.dev/projects/allowance-revoker/</link>
      <pubDate>Mon, 20 Jul 2026 00:00:00 +0000</pubDate>
      <guid>https://ashfaaq.dev/projects/allowance-revoker/</guid>
      <description>A Monad wallet-security tool for discovering active ERC-20 allowances and ERC-721 collection approvals, assessing exposure, and revoking them.</description>
    </item>
    <item>
      <title>OOM-TUI 📟</title>
      <link>https://ashfaaq.dev/projects/oom-tui/</link>
      <pubDate>Sat, 18 Jul 2026 00:00:00 +0000</pubDate>
      <guid>https://ashfaaq.dev/projects/oom-tui/</guid>
      <description>An evidence-first terminal console for investigating Linux Out-of-Memory incidents.</description>
    </item>
    <item>
      <title>Cyber LLM Benchmark Hub 📊</title>
      <link>https://ashfaaq.dev/projects/cyber-llm-benchmark-hub/</link>
      <pubDate>Mon, 22 Jun 2026 00:00:00 +0000</pubDate>
      <guid>https://ashfaaq.dev/projects/cyber-llm-benchmark-hub/</guid>
      <description>A comprehensive platform for evaluating and comparing Large Language Model (LLM) performance across over 30 specialized cybersecurity benchmarks.</description>
    </item>
    <item>
      <title>tie-hunt 🎯</title>
      <link>https://ashfaaq.dev/projects/tie/</link>
      <pubDate>Wed, 18 Feb 2026 00:00:00 +0000</pubDate>
      <guid>https://ashfaaq.dev/projects/tie/</guid>
      <description>Predicts associated MITRE ATT&amp;amp;CK® techniques from observed adversary behavior using WALS matrix factorization.</description>
    </item>
    <item>
      <title>MITRE ATT&amp;CK Python Toolkit 🛡️</title>
      <link>https://ashfaaq.dev/projects/mitre-python/</link>
      <pubDate>Fri, 12 Dec 2025 20:47:00 +0000</pubDate>
      <guid>https://ashfaaq.dev/projects/mitre-python/</guid>
      <description>A comprehensive collection of Python scripts simulating MITRE ATT&amp;amp;CK techniques for security testing, education, and research.</description>
    </item>
    <item>
      <title>Stammbaum 🌳📜</title>
      <link>https://ashfaaq.dev/projects/stammbaum/</link>
      <pubDate>Sun, 23 Nov 2025 18:38:19 +0100</pubDate>
      <guid>https://ashfaaq.dev/projects/stammbaum/</guid>
      <description>Desktop genealogy application built with Electron.</description>
    </item>
    <item>
      <title>Aegis Forensics  📦</title>
      <link>https://ashfaaq.dev/projects/aegis-forensics/</link>
      <pubDate>Sat, 22 Nov 2025 19:38:19 +0100</pubDate>
      <guid>https://ashfaaq.dev/projects/aegis-forensics/</guid>
      <description>AI-powered digital forensics agent that runs in a secure disposable cloud sandbox.</description>
    </item>
    <item>
      <title>AI Security Repo  🥷</title>
      <link>https://ashfaaq.dev/projects/ai-sec-research/</link>
      <pubDate>Sun, 19 Oct 2025 19:38:19 +0100</pubDate>
      <guid>https://ashfaaq.dev/projects/ai-sec-research/</guid>
      <description>A collection of resources related AI Security.</description>
    </item>
    <item>
      <title>Console IR  🖥️</title>
      <link>https://ashfaaq.dev/projects/console-ir/</link>
      <pubDate>Tue, 14 Oct 2025 19:38:19 +0100</pubDate>
      <guid>https://ashfaaq.dev/projects/console-ir/</guid>
      <description>A terminal-first incident investigation console for real-time OCSF event ingestion, enrichment, and AI-assisted case management.</description>
    </item>
    <item>
      <title>GenAI Cyber Security Repo  🗃️</title>
      <link>https://ashfaaq.dev/projects/gen-ai-cyber/</link>
      <pubDate>Mon, 12 May 2025 19:38:19 +0100</pubDate>
      <guid>https://ashfaaq.dev/projects/gen-ai-cyber/</guid>
      <description>A curated collection of LLM‑based resources for cyber security</description>
    </item>
    <item>
      <title>Skills Tracker 📈</title>
      <link>https://ashfaaq.dev/projects/skills-tracker/</link>
      <pubDate>Tue, 29 Apr 2025 00:00:00 +0000</pubDate>
      <guid>https://ashfaaq.dev/projects/skills-tracker/</guid>
      <description>A Skills Tracker Application to track your skills and reach your goals</description>
    </item>
    <item>
      <title>Model Context Protocol (MCP) Servers for Cyber 🧩</title>
      <link>https://ashfaaq.dev/projects/mcp-open-source/</link>
      <pubDate>Sat, 05 Apr 2025 00:00:00 +0100</pubDate>
      <guid>https://ashfaaq.dev/projects/mcp-open-source/</guid>
      <description>A Langgraph CTI agent that leverages a MCP client to connect to MCP Servers</description>
    </item>
    <item>
      <title>Neural Malware Detector 🕷️</title>
      <link>https://ashfaaq.dev/projects/neural-malware-detector/</link>
      <pubDate>Mon, 16 Sep 2024 00:00:00 +0100</pubDate>
      <guid>https://ashfaaq.dev/projects/neural-malware-detector/</guid>
      <description>A Flask web app leveraging both Random Forest and RNN models to detect malware in uploaded files.</description>
    </item>
    <item>
      <title>Periscope  🔭</title>
      <link>https://ashfaaq.dev/projects/periscope/</link>
      <pubDate>Fri, 26 Jan 2024 19:38:19 +0100</pubDate>
      <guid>https://ashfaaq.dev/projects/periscope/</guid>
      <description>An AI‑enabled system for efficient cyber incident detection and response in cloud environments.</description>
    </item>
    <item>
      <title>Porsha 🫆</title>
      <link>https://ashfaaq.dev/projects/porsha/</link>
      <pubDate>Thu, 13 Apr 2023 21:52:45 +0100</pubDate>
      <guid>https://ashfaaq.dev/projects/porsha/</guid>
      <description>A Python based Digital Forensic Toolkit.</description>
    </item>
    <item>
      <title>SDN-based Load Balancer for SOHO Environments 🌐⚖️</title>
      <link>https://ashfaaq.dev/projects/sdn/</link>
      <pubDate>Sat, 08 Jan 2022 00:00:00 +0530</pubDate>
      <guid>https://ashfaaq.dev/projects/sdn/</guid>
      <description>Development of an SDN-based load balancing algorithm that utilizes server bandwidth metrics, implemented on a POX controller and tested in Mininet and Raspberry Pi environments.</description>
    </item>
    <item>
      <title>Enterprise Network Design for Multi-Tenant Data Center 🖧 📐</title>
      <link>https://ashfaaq.dev/projects/enterprise-network-design/</link>
      <pubDate>Tue, 16 Nov 2021 19:38:19 +0100</pubDate>
      <guid>https://ashfaaq.dev/projects/enterprise-network-design/</guid>
      <description>A comprehensive design diagram for a multi-tenant data center, focusing on physical and logical topologies, high availability, and disaster recovery using AWS.</description>
    </item>
    <item>
      <title>Autonomous Air Controller 🌡️🏠</title>
      <link>https://ashfaaq.dev/projects/autonomous-air-controller/</link>
      <pubDate>Thu, 29 Oct 2020 00:00:00 +0000</pubDate>
      <guid>https://ashfaaq.dev/projects/autonomous-air-controller/</guid>
      <description>An IoT-based system to autonomously control air conditioner settings by monitoring room occupancy, individual body temperatures, and overall room temperature, aiming for enhanced comfort and energy efficiency.</description>
    </item>
    <item>
      <title>Line Following Robot 🤖➡️</title>
      <link>https://ashfaaq.dev/projects/line-following-robot/</link>
      <pubDate>Sun, 12 May 2019 00:00:00 +0100</pubDate>
      <guid>https://ashfaaq.dev/projects/line-following-robot/</guid>
      <description>An Arduino-based robot programmed in assembly to autonomously follow a black line path.</description>
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