Hello, I'm
Arun Kumar S.

Autonomous SOC-in-a-Box pipeline engineered to eliminate alert fatigue by transforming raw log anomalies into high-fidelity threat intelligence via dual-agent LLM chain (Ollama & Qwen2-7B) on AMD MI300X GPU clusters.

Peer-reviewed paper accepted for presentation (Springer LNNS) w/ K. Poonacha, M. Kumar, and M. Alattar. Hybrid Zero-Trust framework combining RoBERTa NLP and network forensics via Digital Trust Score.

AI-powered Enterprise OS unifying security, HR, and productivity with real-time digital twins to map infrastructure and automated intelligence pipelines for threat response.

All-in-one AI study platform with smart Study Archive, automated flashcard generation, Humanizer translation pipeline, OCR note extraction, and secure Server Mode audio learning.

Peer-reviewed paper accepted for presentation (Springer LNNS) w/ K. Poonacha and M. Kumar. Demonstrates how federated unlearning audit receipts leak sensitive data, mapping GDPR trade-offs.

Secure victim inference API built via FastAPI, deploying heuristic traffic analysis to autonomously neutralize adversarial model inversion and data extraction attacks against production models.

ROS 2 Humble software in Gazebo simulation for a TIAGo Pro mobile manipulator to autonomously locate, grasp, and place physical objects using real-time computer vision.

Private cloud Windows server secured with Cloudflare Zero Trust tunnels and Cloudflare One split-tunnel VPN, protecting local network resources without exposing public IP addresses.

Modular Python-based network intrusion detection system with live packet capture, sliding-window traffic analysis, YAML rule validation, SQLite persistence, and multi-vector threat detection.

Targeted network monitoring tool engineered for real-time ARP-spoofing and port-scan detection, concurrent packet processing, JSON Lines logging, and SIEM integration via Splunk.

Four-part narrative AI-generated video series submitted to the dontgetplayed.ae competition, combining generative storytelling with phishing education and threat awareness.

Generative AI persona prototype exploring digital identity representation, integrating Tavus avatar streaming and Gemini API for context-aware conversational simulation.

Wireless security analysis pipeline replicating rogue access point attacks and performing deep packet inspection to extract forensic network metadata from captured traffic.