At CGI, I design and build enterprise GenAI applications, AI agents, and copilots for automated document processing. I turn loosely defined business problems into working proof-of-concepts and iterate with stakeholder feedback toward production-grade solutions.
I design and consume MCP servers and clients to connect AI applications securely with approved enterprise tools, data sources, and services. I apply error handling, evaluation, security, and access considerations in both low-code and custom-code environments.
At CGI, I integrated agents and applications with enterprise systems, data sources, and APIs, and developed error-handling and logging frameworks for resilient automation workflows. I also built an end-to-end n8n workflow that processes invoices from email or AWS S3, extracts and validates data with an LLM, and routes it to an accounting system with retries and Slack alerts.
Earlier, as a Systems Engineer at Infosys, I developed reusable code and website features for the Infosys Insights Program using Java, J2EE, JavaScript, and SQL. I bring experience in Specification-Driven Development, GenAI context management, and secure, production-ready AI solutions.

