Daria Volkova
Practice · AI & Chatbots

Daria Volkova

AI Research Lead

Grounded AI assistants with retrieval that survives prod traffic.

Retrieval-Augmented GenerationTool-Call PipelinesVector Search (pgvector)OpenAI / Anthropic SDKsStreaming Inference

Daria leads Coralsoft's AI practice. She designs retrieval pipelines, tool registries, and streaming inference architectures for chatbots that have to be right — financial assistants for NRIs, real-estate intelligence over live Postgres, RAG over structured knowledge bases.

She has shipped Anar and ArgoFetch's AI surfaces and authors Coralsoft's chatbot tooling comparisons and AI engineering field notes.

Years in practice
7+
Practice area
AI & Chatbots
Published articles
1