Yash Giri

I am an AI/ML and Generative AI engineer focused on building reliable, high-throughput production systems that leverage LLMs, RAG, and semantic search to solve domain problems in finance, tax, legal, and healthcare.

My work spans end-to-end pipelines: OCR and data extraction, retriever-reader architectures, query decomposition, context optimization, and deployment on cloud infra to deliver fast, accurate results.

Notable projects include an AI-powered medical billing dispute assistant, an agentic legal and tax RAG assistant (FINTAXAI), and a high-accuracy OCR-driven tax dashboard; these delivered measurable accuracy and latency improvements and production deployments.

I prioritize pragmatic reliability—confidence scoring, guardrails, async processing, and performance optimizations—to create enterprise-grade AI products that reduce manual work and increase factual correctness.