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Mustansir Hariyanawala

@mustansirhariyanawal

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I build agentic AI, RAG, and full-stack systems that automate security and research workflows.

India

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What I'm looking for

I'm looking to build AI-driven, agentic, and full-stack products where I can apply RAG, knowledge graphs, and automation to solve complex security or research problems.

At DeepCytes Cyber Lab, I built LLM-driven penetration-testing and vulnerability-assessment workflows that reduced security audit turnaround time by 40% across 50+ environments. I also developed retrieval pipelines for security logs that improved vulnerability identification accuracy by 28% and reduced false positives by 35%.

I've built RAG, agentic retrieval, and full-stack products including CogniScript, CitationEdge, and XChange using Python, Java, React, FastAPI, Spring Boot, LangChain, Neo4j, and vector databases. My work spans multi-provider LLM routing, scientific citation analysis, knowledge graphs, and a stock-market simulator supporting 2,100+ NSE stocks.

Experience

Work history, roles, and key accomplishments

Cyber AI Intern

DeepCytes Cyber Lab

Jul 2025 - Dec 2025 (5 months)

Designed and deployed LLM-driven automation workflows for penetration testing and vulnerability assessments, reducing manual security audit turnaround time by 40% across 50+ tested environments. Engineered custom prompt-engineering and agentic retrieval pipelines to analyze complex security and network logs, boosting vulnerability identification accuracy by 28% while cutting false positives by 35%

LLM Prompt Engineering Agentic Retrieval Penetration Testing Vulnerability Assessment Security Events And Logs Analysis Automation Threat Reporting