cybersecurityai & llmszero-trust

Hello, I'm
Arun Kumar S.

Computer Science student at University of Wollongong in Dubai specializing in AI-driven cybersecurity, zero-trust architectures, and autonomous threat detection pipelines.

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I'm a Computer Science student at the University of Wollongong in Dubai. My work focuses on autonomous threat intelligence, zero-trust detection pipelines, and high-performance local AI inference. I've engineered high-stakes AI solutions to win the Innovation Hackathon 2025, and presented research at the 17th SRC Conference at Zayed University.

3.5 / 4Academic GPA
80%Academic WAM
5+Featured Projects
Education

Bachelor of Computer Science

University of Wollongong in Dubai

September 2024 - Present

GPA: 3.6/4WAM: 80-85%
Certifications

Google Cybersecurity Certificate

Coursera x Google

Issued: 20 June 2026

Verified Credentials
✨ Projects & Research

AI Security & Zero-Trust Pipelines.

Here are featured threat detection pipelines, hackathon winners, and AI security initiatives engineered by Arun Kumar S.

Zero-NoiseAMD AI Developer Cloud Hackathon

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.

AMD ROCmOllamaQwen2-7BStreamlitLocal LLM InferenceLightning Studio
Beyond the Blacklist17th SRC Conference, Zayed University

Research initiative proposing a shift from legacy blacklist security to predictive behavioral analytics. Designed a Zero-Trust architecture with dynamic Digital Trust Score (DTS) metrics to combat AI phishing.

Behavioral AnalyticsThreat ModelingMetadata ForensicsML Pipelines
PRISMZero-Trust Hybrid Threat Detection

Hybrid threat detection pipeline combining Meta RoBERTa AI patterns with FastAPI structural metadata forensics (SPF/DKIM) to automate Allow/Challenge/Block decisions via Digital Trust Score.

RoBERTaFastAPIPydanticNetwork ForensicsZero-Trust Architecture
Jarvis
JarvisWon Innovation Hackathon 2025

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

Digital TwinsEnterprise Infrastructure MappingAutomated Threat Response
NoteMateXAI Study Platform

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.

OCRPrompt EngineeringPersistent StorageTTT Pipeline
1 / 5 projects

Core Capabilities
& Expertise.

Specialized solutions across threat intelligence, zero-trust architectures, local AI inference, and backend security engineering.

SOC & Threat IntelligenceDual-agent LLM chains, automated threat classification, log anomaly filtering, and real-time Streamlit command centers.
Zero-Trust Security ArchitecturesPredictive behavioral analytics, real-time metadata forensics, and dynamic Digital Trust Score (DTS) algorithms.
AI & ML Inference PipelinesLocal LLM inference on AMD GPU clusters, Meta RoBERTa NLP models, Hugging Face integrations, and prompt engineering.
Backend & API EngineeringFastAPI servers, Pydantic data validation schemas, persistent storage, and network forensics engines.
Enterprise OS & AI ProductsDigital twin infrastructure mapping, automated task intelligence, OCR note extraction, and smart study platforms.

Let's work together.

Feel free to reach out for research collaborations, cybersecurity projects, or AI opportunities.

📞 +971 58 919 6581 • Dubai, UAE