Work.
Selected work: production systems and platforms.
Cartum / Horoshop — Knowledge Assistant (RAG)
Internal assistant for support and onboarding: structured answers from docs, specs, guides, and internal knowledge bases.
ragllmknowledge-baseproduction
- Ingestion + structuring for heterogeneous docs
- Retrieval pipeline (chunking → vector search → ranking)
- Answer formatting for support workflows with strong anti-hallucination guardrails
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.
visionllmecommerceautomationproduction
- Vision enrichment: image → recognition → attribute extraction
- Template-aligned generation with consistent terminology
- Quality checks + fallbacks for incomplete inputs
KeyCluster — SEO Intelligence & Operations Platform
SEO operations platform: scoring opportunities from GSC/GA4/Ads/DataForSEO and managing clustering/taxonomy workflows.
seoanalyticsintegrationsplatform
- Integrations: Google Search Console, GA4, Google Ads, DataForSEO
- Data normalization + scoring to prioritize opportunities
- Workflow views for clusters, tasks, and optimization tracking