In this blog series, I've explained how vectors drive modern AI systems, powering everything from recommendation engines to advanced search. I break down complex concepts, showing how text, images, and audio are transformed into data through vector embeddings, with practical insights for implementation

In this talk, I explore PostgreSQL’s MVCC mechanism and its impact on database performance, demonstrating how updates create new rows and discussing solutions like VACUUM to manage storage bloat efficiently. Additionally, I highlight PostgreSQL's approach to concurrency, showing how it differs from MySQL to ensure smooth multi-user operations.

In this talk, I delve into building intelligent chatbots using entity extraction and intent recognition techniques. I explore tools like Duckling and spaCy to interpret user inputs, demonstrating how they extract meaningful information and recognize intent to deliver precise, context-aware responses.

In this blog, I explore the power of NGINX as a load balancer at the application layer. I demonstrate how to configure multiple servers with NGINX to achieve efficient request distribution using methods like round-robin, least connections, and IP hash, while also touching on key features such as server slow-start and weighted balancing for optimized performance.