Looking for a job

Egor Pichugin

@egorpichugin

Message

I build production LLM systems with resilient workflows, agent tools, and human review.

Austria

Message

What I'm looking for

I'm looking to build and own production AI systems, from architecture and deployment through evaluation, resilient operations, and human-reviewed workflows.

At RoyalMovingCo, I own architecture, deployment, and support for a production AI platform that reconciles CRM records with customer calls. I lead two developers and built resilient stateful processing with idempotency, retries, fallbacks, and stage recovery.

I improved fact extraction through precision/recall evaluation on 60 manually labeled reports, reaching up to 0.93 F1. I also added evidence, confidence scores, human review, structured logging, and MCP tools for CRM reports.

Previously at Infineon Technologies, I shipped a RAG copilot in VS Code using LLMs, embeddings, and vector search. I built MCP integrations and supervisor/sub-agent workflows, deployed Qwen2.5-7B on premises, and delivered .NET 8, Vue, and TypeScript services through Docker, OpenShift, and Jenkins CI/CD.

I bring additional experience building Python and C# automation, Revit integrations, and 3D-generation workflows, alongside ongoing studies in Robotics and Artificial Intelligence.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

RoyalMovingCo

Jun 2026 - Present (3 months)

Owns architecture, deployment, and support for a production AI platform reconciling CRM records with customer calls. Leads two developers and improved fact extraction F1 to 0.93 through precision/recall evaluation on 60 labeled reports.