Threat Researcher · IIoT Security · Malware Analysis
Breeze
Cyber security professional, malware detection, and AI-driven security systems. MeITY-funded work on AI driven threat intelligence.
IEEE Published APT Analysis IIoT Security Deep Learning
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Projects

06/2025 – 01/2026 Gov. Funded
APT Malware Analysis & Detection in IIoT
MeITY-funded government research project focused on the detection and behavioral analysis of Advanced Persistent Threats operating within Industrial Internet of Things environments. Developed novel detection pipelines targeting stealthy, long-duration intrusion campaigns.
APT IIoT Threat Intelligence MeITY Behavioral Analysis
02/2026 – Present ● Active
Agentic AI Personal Assistant w/ Custom MCP
Building a fully autonomous AI personal assistant leveraging custom Model Context Protocol implementations. Enables structured tool use, memory, and multi-agent coordination for complex task execution.
Agentic AI MCP LLM Tool Use Automation
03/2025 – 06/2025 Complete
Multi-Level Hybrid Malware Detector for Crypto Ransomware
Designed a multi-stage hybrid detection engine targeting crypto ransomware, combining static, dynamic, and heuristic analysis layers. Addressed detection evasion techniques common in modern ransomware families.
Ransomware Hybrid Detection Static Analysis Dynamic Analysis ML
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Publications

IEEE · 2025
Transformer-RF Ensemble: A Hybrid Deep Learning Approach for Malware Detection
Published via IEEE Xplore · DOI: 10.1109/...
View on IEEE Xplore
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About

Focus Area
CyberSecurity
APT detection, malware reverse engineering, IIoT network security, and AI-assisted threat intelligence.
Funding
MeITY — Govt. of India
Ministry of Electronics & Information Technology funded research on IIoT threat detection systems.
Publications
IEEE Xplore
Published research on transformer-based hybrid approaches for malware classification.
Current Work
Agentic AI Systems
Developing autonomous AI agents with custom tool-use protocols and long-horizon task planning.
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Secure Contact

For sensitive research correspondence, vulnerability disclosures, or collaboration inquiries — please use PGP-encrypted email. Messages sent in plaintext may be ignored.

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