Search Pioneer

We work with global brands on Search, Observability & Cybersecurity. Key projects to date include: Enhanced a billion-dollar enterprise's search, boosting user engagement. Engineered prompts for intelligent chatbot creation using RAG. Optimized Elasticsearch performance, cutting response times from 2s to 50ms. Led SIEM integration for a major company, improving data visualization & performance. Advised on billion-document-scale vector search emphasizing disk-based algorithms. Pioneered in Microsoft's AI framework, now used by developers daily. Analysed Lucene's vector search, offering insights for large-scale systems. Developed benchmarking for vector search algorithms. Developed and launched Weaviate C# Client. Contributed to key industry articles in RAG space. Advised on robust Elasticsearch clusters. Ensured data security in Elasticsearch Kubernetes with cryptography expertise.