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Dhrishya09/README.md

Hi there πŸ‘‹ I'm Dhrishya Mona

A Computer Science graduate specialising in Cyber-security with interest in cyber security, AI and emerging technologies. I am currently preparing for the CompTIA Security+ certification while continuing to develop my practical skills through cybersecurity projects, security research, and hands-on learning.

πŸ” Cybersecurity

My cybersecurity interests include:

  • Malware Analysis
  • Digital Forensics & Incident Response
  • Web Application Security
  • Security Operations
  • AI & Machine Learning for Cybersecurity

Featured Cybersecurity Project

Malware Analysis Using Deep Learning on System-Call Graphs

Undergraduate dissertation investigating graph-based deep learning approaches for detecting Linux malware from system-call graphs. Achieved 97.09% accuracy using a dynamic GIN model

πŸ’» Computer Science, AI & Software Development

Alongside cybersecurity, I have developed projects involving:

  • Machine Learning & Reinforcement Learning
  • Software Development
  • Mobile Application Development
  • Artificial Intelligence
  • UI/UX Design

Selected Projects

MASTERMIND – Tic-Tac-Toe AI

Implemented Value Iteration, Policy Iteration, and Q-Learning agents using Markov Decision Processes and reinforcement learning principles.

H.O.M.E – Smart Home Control System

Developed a cross-platform Flutter prototype focused on smart home control, energy efficiency, and user engagement.

🧰 Tools I have used:

  • Languages: Java, Python, C/C++, HTML/CSS, JavaScript, NodeJS, SQL, R , OCaml, PDDL
  • Tools:Flutter, Figma, Justinmind
  • Forensic: Autopsy, FTK Imager, Scalpel, Bulk Extractor, Guymager, OSForensics

πŸ“ˆ Certifications and Achievements:

  • 3rd Place– University Hackathon (Game Development): Built a complete game prototype in a team under time constraints, showcasing strong problem-solving and development skills.
  • Runner-Up– Sustainability Packaging Competition: Designed an eco-friendly dual-purpose inflatable jute bag after 6 months of research and development.
  • Cyber Incident Response and Digital Forensics Certification: Gained foundational skills in incident response procedures and digital evidence analysis.

Pinned Loading

  1. Malware-analysis Malware-analysis Public

    Malware analysis using deep learning on system call graphs

    Python

  2. Digital-Forensic-Investigation- Digital-Forensic-Investigation- Public

    A forensic investigation of a usb file using bulk extractor and autopsy