Bohdan Antonov

AI Product Engineer for E-commerce & SEO Automation · Odesa, Ukraine (Remote)

I design and ship production-grade AI products that convert messy documentation, product data, and performance metrics into reliable outcomes: grounded support answers, scalable product content generation, and SEO operations intelligence for decision-making.

Proof.

50,000+ products generated/optimized (production)

Titles, descriptions, and attributes generated from available product info — including image-based enrichment.

RAG Knowledge Assistant (production)

Internal assistant for Cartum/Horoshop: structured answers grounded in docs, specs, and reference materials.

KeyCluster — SEO Ops Platform

Query management, clustering/taxonomy workflows, and scoring based on GSC / GA4 / Ads / DataForSEO metrics.

Selected metrics.

  • 50,000+ products generated/optimized (production)
  • RAG knowledge assistant in production for internal teams
  • SEO scoring based on GSC / GA4 / Ads / DataForSEO

Featured Work.

View all work →

Cartum / Horoshop — Knowledge Assistant (RAG)

Internal assistant for support and onboarding: structured answers from docs, specs, guides, and internal knowledge bases.

ragllmknowledge-baseproduction

E-commerce Product Content Generator (Vision + LLM)

Generates product titles, descriptions, and attributes from structured data and images; 50,000+ products already generated in production.

visionllmecommerceautomation+1

KeyCluster — SEO Intelligence & Operations Platform

SEO operations platform: scoring opportunities from GSC/GA4/Ads/DataForSEO and managing clustering/taxonomy workflows.

seoanalyticsintegrationsplatform