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Andrew Strigaliov
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AI sales assistant · e-commerce

LARTE Design

ContractFull-stack Engineer (solo)
500+
products indexed
2–5s
answer time

Overview

LARTE Design GmbH is an auto-tuning business. I built an AI Sales Assistant on OpenAI + NestJS over an indexed catalog of 500+ products with prompt-engineered retrieval: it answers customer questions, recommends items, and assists sales in real time — over chat and even by phone — in 2–5 seconds. I owned the whole architecture — data indexing, the retrieval layer, the backend, and the integration.

Highlights

  • Built an AI Sales Assistant on OpenAI + NestJS with prompt-engineered retrieval (RAG)
  • Indexed a 500+ product catalog and built the retrieval layer
  • Answered in real time over chat and even by phone — 2–5 seconds per response
  • Owned the full architecture: indexing, retrieval, backend, integration

What I built

An AI Sales Assistant on OpenAI + NestJS over an indexed product catalog with prompt-engineered retrieval — answering product questions, recommending items, and assisting sales. Owned the full architecture: indexing, retrieval, backend, integration.

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Warsaw / Remote · EST-friendly.

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