Talks

A conversation on the Tech Safar podcast about my journey as a developer — freelancing, becoming a top 1% Stack Overflow contributor, working across the MEAN stack, and growing into a MongoDB Champion who leads communities and conferences.

A MongoDB podcast on implementing semantic image search — using vector embeddings and MongoDB Atlas Vector Search to find visually similar images and flag potential trademark, copyright, and patent infringement in e-commerce.

My MongoDB.local London 2024 talk comparing MongoDB's document model with traditional SQL databases — where each shines and how to reason about the trade-offs.