“RAG turns security logs into answers, not alerts.”
Team Aryan built SentinelAI — a RAG-based SOC assistant that automates security log analysis and maps threats to MITRE ATT&CK, generating triage reports and remediation recommendations for security analysts.
In their words
The phaiAI AI Builder Program was a valuable learning experience that helped me understand Generative AI beyond just the theoretical concepts. Through sessions on prompt engineering, AI tools, RAG, architecture, and project development, I gained a better understanding of how AI solutions are designed and applied in real-world scenarios.
5
Tools & Frameworks
4
Models
5
AI Concepts
88%
Avg. Proficiency
AI Proficiency
Retrieval-Augmented Generation
LLM Engineering
Threat Analysis
Vector Search
Tools & Frameworks
Models
Concepts
Project · Cybersecurity
SentinelAI — RAG-Based SOC Assistant with Automated MITRE ATT&CK Mapping
Team Aryan (SentinelAI)
An intelligent SOC analyst that automates security log analysis for SOC teams and maps detected threats to the MITRE ATT&CK framework. Built with a Retrieval-Augmented Generation pipeline over a dual knowledge base (logs + ATT&CK) and large language models, it generates threat-intelligence reports and remediation recommendations.
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