Writing¶
Welcome to my writing section. Here you'll find my thoughts on AI engineering, search technologies, and my experiences in the field.
Latest Articles¶
Building Scalable Search Systems with Vector Databases¶
December 2024 • 8 min read
Exploring the architecture patterns and best practices for building search systems that can scale to millions of users while maintaining sub-second response times.
Building Intelligent Search Systems with LLM-Gym Architecture¶
November 2024 • 6 min read
Exploring the architecture patterns and implementation strategies for building sophisticated search and chat systems over curated content.
Scaling Transaction Tagging: From Rules to ML at 10M+ Transactions¶
October 2024 • 10 min read
Building intelligent financial systems that process over 10 million transactions using a three-stage ML pipeline: lexical rules, F1 tagging, and DistilBERT categorization.
Categories¶
AI Engineering¶
Technical deep-dives into AI system architecture and implementation
Search & Retrieval¶
Articles about search technologies, vector databases, and information retrieval
Enterprise Applications¶
Insights about implementing AI in business environments