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πŸ‘‹ Hi, I'm Nirvana!

"I'm a Cybersecurity specialist | AI specialist | junior Machine Learning engineering | Data scientist | Entrepreneur

with a strong background in Cybersecurity Operations and Threat Intelligence. My passion lies in applying Deep Learning, Computer Vision, and Generative AI to solve real-world problems. I have experience with MLOps tools like MLflow, Docker, and Kubernetes for deploying scalable solutions (like my Real-Time Object Detection API). With 6+ years in security, I also leverage my expertise to enhance threat detection and vulnerability scanning using AI/ML, and apply the MITRE ATT&CK framework in my work (e.g., ATT-CKGenius project).

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🌟 About Me

πŸ’» Currently working on: Real-Time Object Detection API (YOLOv8, FastAPI, Docker) , and ATT-CKGenius, a RAG-powered tool for MITRE ATT&CK adversary tactics.

🌱 Learning: Advanced Computer Vision and Data Science techniques , alongside MLOps tools like Kubernetes and FastAPI , to build and deploy scalable ML solutions.

🀝 Open to: Open-source contributions, particularly in MLOps, Computer Vision, and AI-driven automation.

🎯 2026 Goal: Secure an MLOps or Data Scientist role where I can apply my skills in ML deployment and my unique cybersecurity experience.

⚑ Fun fact: With over 6 years in cybersecurity operations, I bring a unique blend of technical expertise and practical problem-solving to every project

πŸ› οΈ Tech Stack

JavaScript Python C# Splunk

πŸ† Certifications

πŸ›‘οΈ Penetration Testing, Incident Response, and Forensics (Coursera)

🐍 Automate Cybersecurity Tasks with Python (Google)

πŸ•΅οΈ Ethical Hacker (Cisco Networking Academy)

☁️ Microsoft Sentinel (Udemy)

πŸ“Š GitHub Stats

Ties' GitHub Stats
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πŸš€ Featured Projects

  • RedTeamIntelligence: The Red Team Intelligence Framework is an advanced cybersecurity simulation platform
  • CTI-Ml: The CTI ML Project is a Python-based machine learning application designed to support the Cyber Threat Intelligence (CTI) lifecycle
  • ATT-CKGenius: A 2025 project combining RAG with MITRE ATT&CK to analyze and respond to adversary tactics
  • malware-ai-agent: The Malware AI Agent is an advanced, AI-powered tool designed for malware analysis and threat intelligence generation

πŸ“ Blog & Insights

I write about cybersecurity, threat intelligence, and AI on Medium. Check out my latest posts on red teaming and automation!

πŸ’‘ Professional Interests

πŸ΄β€β˜ οΈ Competing in CTF events and purple teaming to sharpen my skills ✍️ Sharing threat intelligence and cybersecurity insights via blogs πŸ€– Exploring AI/ML for next-gen security solutions

πŸ“« Connect with Me

                                             πŸͺ² β€œThe best defense is a great offenseβ€”let's secure the future!”πŸͺ²

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