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Touqeer Ahmed Khan

@touqeerahmedkhan

Offensive Security Researcher at Trilles AI, hardening production RAG pipelines and building onion-routing and forensic credential-extraction tools.

Pakistan
Message

At Trilles AI, I model attack surfaces across production RAG pipelines and help maintain security boundaries around sensitive data. I’ve also hardened MERN deployments with IAM controls and AWS/Azure security configurations.

In my independent security projects, I designed a three-hop onion-routing network to resist traffic analysis and timing correlation, and developed a tool to extract EFS keys from live Windows targets. I also integrated AI-based SAST/DAST scanning into Jenkins CI/CD workflows.

Experience

Work history, roles, and key accomplishments

TA
Current

Jr. AI Engineer

Trilles AI

Dec 2025 - Present (10 months)

Modeled system attack surface across 3+ production RAG pipelines, achieving 90% retrieval accuracy while maintaining security boundaries. Hardened 10+ MERN application deployments with IAM controls and cloud security configurations.

Education

Degrees, certifications, and relevant coursework

FAST National University logoFU

FAST National University

Bachelor of Science, Cyber Security

2023 -

Pursuing a Bachelor of Science in Cyber Security, expected to graduate in July 2027.

Tech stack

Software and tools used professionally

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