Here you'll find materials from my technical presentations, talks, and workshops. Each entry includes slides, code samples, and additional resources where available.
Tune-Up Your Knowledge: A Beginner's Journey Under the Hood of Search Engines
A 30-minute journey through building a search engine using Python, starting from foundational concepts. This beginner-friendly talk covers the historical context of search technology, explores common data structures that make search engines fast and effective, and demonstrates how results are ranked meaningfully.
The presentation also introduces machine learning applications in search, specifically examining how vector embeddings enable similarity recognition and impact search result rankings.
Audience: Designed for beginners with curiosity about information retrieval—no prior technical background required.
Resources
More presentations will be added as they become available.