Looking for a job

Andrey User

@andreykurbatov

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I build production AI agents, RAG systems, and real-time voice products

Montenegro

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What I'm looking for

I'm looking to build production AI products end-to-end, especially agent ecosystems, real-time AI, RAG, and multimodal systems, while owning technical direction and leading teams where needed.

I've built production AI products end-to-end across NeuroMentor, We Are Volt, and Coinis, from multi-agent backends and real-time voice AI to RAG and multimodal pipelines.

At NeuroMentor, I solo-built an AI tutoring MVP with a live presentation, interactive whiteboard, and voice-driven teacher, reducing lesson response time from 45–90 seconds to 3–8 seconds. I also founded and led a 7-person team building the product's first full version.

At We Are Volt, I built streaming fact-checking agents that cut meeting-assistant latency from 30–40 seconds to 1–2 seconds and were used in 55%+ of platform meetings. I also developed hybrid vector-and-graph retrieval, prompt optimization, and production AI pipelines for internal and client products.

Experience

Work history, roles, and key accomplishments

Founder and AI Engineer

NeuroMentor

Jun 2025 - Jul 2026 (1 year 1 month)

Founded an AI tutoring platform, solo-built the MVP, and led a 7-person team. Architected real-time lesson and course-planning features, reducing response times significantly.

AI LLM Multi agent orchestration RAG Prompt Engineering Backend Frontend

AI Engineer

We Are Volt

Aug 2024 - Aug 2025 (1 year)

Built AI/LLM layers for a real-time meeting assistant, prompt optimizer, and hybrid retrieval pipeline. Improved accuracy and latency, with solutions adopted company-wide.

AI LLM Multi agent orchestration Streaming Prompt Engineering RAG Vector Search Graph Retrieval Entity Linking Python fastAPI

AI Engineer and Backend Developer

Coinis

Nov 2023 - Dec 2024 (1 year 1 month)

Solo-built an end-to-end AI article-generation pipeline and other AI prototypes for internal and client projects. Deployed self-hosted LLM using llama.cpp.

AI LLM RAG Python Backend Flask fastAPI