Berlin Buzzwords 2025

Ben Gutkovich

Ben is the Co-Founder & COO of Superlinked.com, a compute and data engineering framework for turning data into vector embeddings, designed for building GenAI-powered RAG, Search, Recommender, and Analytics systems, while retaining control and maximising retrieval quality.

Previously, Ben supported C-level executives at large multi-national tech and media corporations with Growth and Operations Strategy as a Manager at McKinsey & Company and led Business Development at easyCar Club (acquired by Turo). Ben holds a bachelor's degree in Computer Science and an MBA from London Business School.


Company/Organisation

Superlinked


Session

06-16
10:40
20min
Mixture of Encoders: A Vector-Native Approach to Search
Filip Makraduli, Ben Gutkovich

Mixture of Encoders is a vector-native alternative that models both structured and unstructured data in a unified embedding space. We will introduce the method, show how it powers natural language search and real-time recommendations, and share open-source tools and benchmarks for replacing complex hybrid stacks.

Palais Atelier