Yash Patel

I am a software engineer focused on applying LLMs, retrieval techniques, and scalable engineering to solve contract intelligence problems. I blend hands-on system design with production deployment to deliver measurable business impact.

At Aavenir I built a configurable contract summarization pipeline that parsed 500+ contracts into a vector store and standardized summaries, reducing manual effort by 80%. I led the Obligation Validator effort combining exact matching, semantic similarity, and LLM judgment to map obligations and cut review time by 70%.

I improved compliance detection through safer clause generation and clause-deviation scoring, lifting accuracy by 65%, and optimized hybrid retrieval with caching and parallel execution to reduce multi-query retrieval time from 2 minutes to 40 seconds. I also designed a ServiceNow milestone tab to streamline RFP tracking across 30+ stakeholders.

I take ownership of end-to-end delivery, including Dockerized AWS EC2 deployments and DevOps automation, and I actively build RAG and Streamlit tooling for obligation tracking, risk assessment, and automated clause verification.