Nishwan

AI & ML Engineer

Building scalable systems and exploring the intersection of autonomous LLM agents and security.

DARKSOUL-NYX DARKSOUL-NYX DARKSOUL-NYX

Identity // 01

Specializing in Agentic AI, MLOps, and scalable infrastructure. My focus lies at the bleeding edge of autonomous frameworks building systems that don't just compute, but reason, adapt, and secure themselves.

Capabilities // 02

Featured Works.

An Autonomous Deception & Containment Framework for Large Language Models. Engineered to handle specific vulnerabilities and secure tool execution.

LLMsAgentic AISecurity Architecture

CodeReaper

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A multi-agent ecosystem designed for the automated, safe refactoring of legacy codebases.

Multi-Agent SystemsPython

Nexus Lite

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An on-device AI assistant with a dedicated voice interface, optimized for local edge computing.

Local LLMsEdge Computing

Track Record // 03

Real Impact.

2026

Perfect Test House

Freelance Developer

Engineered and deployed a production-ready corporate architecture for a commercial client.

March 2026

IEEE Xplore

Best Paper Award

Authored and published award-winning research on technical infrastructure and governance.