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ties2/README.md

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).

Computer Vision Logo

🌟 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
Top Languages

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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  1. TradingView_ProAI TradingView_ProAI Public

    Develop a deep learning model to classify common chart patterns (e.g., "Uptrend," "Downtrend," "Sideways/Range," "Head & Shoulders," "Double Top/Bottom") from TradingView candlestick chart images

    Python 5

  2. Red-Team Red-Team Public

    3

  3. web-pentest web-pentest Public

    Everything about web pentest

    3

  4. Ai-threatDetection Ai-threatDetection Public

    Python 1

  5. Adult_Income Adult_Income Public

    This project predicts whether an individual's income exceeds $50,000 annually using the 1994 U.S. Census dataset. It demonstrates a complete machine learning workflow β€” from data preprocessing to b…

    Jupyter Notebook

  6. Computer-vision-yolo8-project Computer-vision-yolo8-project Public

    computer vision projects

    Python