Cyber Defense Sim 🕹️
Date: August 5, 2026
Description: A practice cyber range built on Gymnasium to train and evaluate defensive RL agents and practice incident response.
Tech Stack: Python, Reinforcement Learning, Gymnasium, Stable-Baselines3
🛠️ Python
10 projects using Python. All skills →
tie-hunt 🎯
Date: February 18, 2026
Description: Predicts associated MITRE ATT&CK® techniques from observed adversary behavior using WALS matrix factorization.
Tech Stack: Python, Machine Learning, MITRE ATT&CK, Matrix Factorization
MITRE ATT&CK Python Toolkit 🛡️
Date: December 12, 2025
Description: A comprehensive collection of Python scripts simulating MITRE ATT&CK techniques for security testing, education, and research.
Tech Stack: Python, MITRE ATT&CK
Skills Tracker 📈
Date: April 29, 2025
Description: A Skills Tracker Application to track your skills and reach your goals
Tech Stack: Python, Flask, SQLite, React JS
Model Context Protocol (MCP) Servers for Cyber 🧩
Date: April 5, 2025
Description: A Langgraph CTI agent that leverages a MCP client to connect to MCP Servers
Tech Stack: Python, LangGraph, MCP, RST Cloud, VirusTotal, Smithery, AlienVault OTX
Neural Malware Detector 🕷️
Date: September 16, 2024
Description: A Flask web app leveraging both Random Forest and RNN models to detect malware in uploaded files.
Tech Stack: Python, Flask, scikit-learn, TensorFlow, Docker, HTML/CSS
Periscope 🔭
Date: January 26, 2024
Description: An AI‑enabled system for efficient cyber incident detection and response in cloud environments.
Tech Stack: Python, Docker, scikit-learn, TensorFlow, Scapy, Keras, Google Cloud, Azure
Porsha
Date: April 13, 2023
Description: A Python based Digital Forensic Toolkit.
Tech Stack: Python, PyQt6, pytsk3, Scapy, Hachoir
SDN-based Load Balancer for SOHO Environments 🌐⚖️
Date: January 8, 2022
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.
Tech Stack: SDN, Load Balancing, POX Controller, Python, Mininet, Raspberry Pi, OpenFlow, bwm-ng, Shell Scripting, Network Performance
Autonomous Air Controller 🌡️🏠
Date: October 29, 2020
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.
Tech Stack: IoT, Raspberry Pi, Python, OpenCV, AWS DynamoDB, Arduino, Sensors (IR Temperature, DHT22), Machine Learning (Object Detection), IR Blasting