At Cognifyz IT Solutions Pvt. Ltd., I worked on practical software development assignments, applying programming and debugging skills. I also contributed to AI Engineering From Scratch by adding concurrent tool-call execution with Python ThreadPoolExecutor while preserving result ordering.
I built an Autonomous Research Agent that plans and evaluates web research before producing structured reports, and LexBot, a PDF question-answering system that cites retrieved source chunks. My projects also include a deployed AI chat application and ZeroWaste Kitchen, a CNN research project presented at IQCCT 2026.

