At ProcurAI Technologies Pvt. Ltd., I contributed to an AI-powered tender analysis platform that extracted actionable insights from procurement documents using large language models. I developed serverless AWS Lambda workflows and integrated Amazon S3 and API Gateway for document processing and secure data flow.
For my Multi-Agent Financial AI for Retail Investor Education project, I migrated a four-agent system from CrewAI to LangGraph and reduced average execution time by 71.4%. I also improved RAG answer relevancy by 15.4% with HyDE and cross-encoder reranking.
I’ve also designed and co-designed agentic AI frameworks for content generation and explainable financial summaries. Alongside my project work, I launched Ram Lal Anand College’s official LinkedIn presence and taught UNIX practical sessions as a Teaching Assistant.

