Aniket Abhay Kulkarni
Aniket is an engineer at heart. He has founded Curlscape, where he helps businesses bring practical AI applications to life fast. He has led the design and deployment of large-scale systems across industries, from finance and healthcare to education and logistics. His work spans LLM-based information extraction, agentic workflows, voice assistants, and continuous evaluation frameworks.
Session
Tired of exact matches failing on messy data? This talk showcases how BM25, a powerful fuzzy search algorithm, tackles the challenge of enriching massive datasets with noisy product names. We'll compare practical, large-scale implementations using Python's bm25s library (accelerated by GPUs) and DuckDB's built-in full-text search. Join us to learn how to achieve fast, accurate data integration and discover the optimal tools for your fuzzy matching needs.