Vladislav Sholokhov

I build LLM systems that companies actually run, and I own the part after the demo—integration, reliability, and getting people to use the thing. Since mid-2023 I’ve shipped production LLM work for logistics, trading, and B2B operations, including multi-agent orchestration on LangGraph and Temporal, RAG over regulatory and internal corpora, vision models for document extraction, and eval pipelines that measure whether it actually works.

At SurgayGPT, I helped run an AI marketing SaaS used by 500+ paying customers, where I built the business fact base, AI research flows, Yandex Direct and VK Ads integrations, multi-provider media generation, token billing and per-team quotas, RBAC workspaces, and the Celery/Redis queueing + caching layer that held latency and model spend down during traffic spikes. Through Legety, I’ve also shipped custom systems end-to-end as a solo engineer—grounding generation in product fact bases, building compliance-grade agents, and automating document workflows.