Siddharth Yadav

Developing LLM agent system with MCP server integration for security operations that provides faster log analysis with real-time SIEM integration and automated threat detection. Developed and evaluated LLM-augmented strategies for intelligent alert triage of potential phishing attacks, significantly reducing incident response times (MTTR) while maintaining high-fidelity threat detection.

Engineered and launched a GitHub PR review tool, automating data collection and cutting manual review effort by 85%. Leveraged the pub-sub pattern using EventBridge, AWS SQS to decouple services and handle asynchronous events within the Integration and Orchestration platform. Set up a GitHub Actions CI/CD pipeline for ACS Pubs repos, increasing deployment frequency from weekly to over 10 deployments per day.

Developed backend services of a highly scalable portal for creating and modifying policies using Lambda, RDS, NodeJS, S3, achieving a 90% improvement in TAT. Built a cross-organization report and access management platform using ReactJS, EC2 and ExpressJS, reducing report generation time by 80%. Implemented product APIs with authorization and rate limiting using AWS API Gateway, VPC, Redis.

Contributed towards efficient management of client mortgage and personal loan application platform utilizing Docker and Kubernetes, reducing infrastructure cost by 15%. Designed and implemented a retrying microservice for syncing cases to downstream leveraging Step Functions and Redis, reducing failure rate by 70%. Mentored new employees on clean code and best practices.