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1
1
India
1 year of experience
I am Kalpana Shanmugam . I am from India. I am currently a BTech third-year student with specialization Artificial Intelligence and Data Science at Dhanalakshmi Srinivasan University, India. I am proficient in programming languages like Python and Java. I am actively participates in hackathons and tech events, showcasing my passion for technology and innovation. I has completed a project on real-time accident and violence detection with an alert system, demonstrating her skills in practical applications. I am deeply interested in artificial intelligence and data science, constantly enhancing my knowledge through academic pursuits and hands-on projects. I also engaged in web development and enjoys exploring new AI and machine learning technologies. Through my dedication and continuous learning, I aims to build a successful career as an AI/ML engineer.

NEXUSGUARD AI: TRANSFORMING SECURITY INCIDENT RESPONSE WITH AGENTIC AI The Problem: Security teams face overwhelming alert volumes daily. Manual investigation—correlating authentication, application, and network logs, plus threat intelligence—takes 4–8 hours per incident. In 2024, average breach detection-to-response is 275 days (IBM X-Force), costing $4.45M per breach (Ponemon). Manual processes are slow, error-prone, and leave organizations vulnerable. The Solution: NexusGuardAI is an agentic AI platform automating end-to-end security incident investigation and response via IBM watsonx Orchestrate. It deploys two AI agents: NexusGuard Commander (Investigation Agent) Correlates multi-source logs in real-time Analyzes user behavior to flag anomalies Calculates incident risk scores (Low/Medium/High/CRITICAL) Fetches real-time threat intelligence (CVE, threat feeds) Recommends targeted remediation NexusGuard Remediation Engine (Response Agent) Executes automated responses (account lockdown, token revocation) Sends alerts via SMS (Twilio) and Email (Gmail) Maintains audit trails for SOC 2/ISO 27001 compliance Impact: Response time: 4–8 hours → seconds 80% reduction in SOC manual workload Compliance-ready documentation Extensible architecture for enterprise integration Target Audience: Enterprise SOCs, MSSPs, and compliance-focused organizations in finance, healthcare, and government. Unique Value: Unlike traditional SOAR, NexusGuardAI leverages IBM watsonx Orchestrate’s no/low-code agentic framework for rapid deployment, lower costs, and seamless tool integration. Production-ready with mock data and extensible for real threat feeds, SIEMs, and ticketing systems. Technologies: IBM watsonx Orchestrate, Python, Twilio, Gmail API, Security data APIs. Proof-of-Concept: Dual-agent system deployed on watsonx Orchestrate, tested with realistic scenarios, ready for enterprise pilots.
23 Nov 2025