Available for new projectsWroclaw, Poland & San Francisco

SB AI Labs

by Simon Budziak — CTO · Founder · AI Engineer · LangChain Ambassador

I help teams ship production LLM agents that work under real users, not just in demos.

AI Agents · LLMs · LangChain · LangGraph · Claude Code · Evals & Observability · LLMOps

Poland's First LangChain AmbassadorYC Final Interview — EasyGamePort80+ ⭐ Open Source ProjectNATO Hackathon — 1st Place (€25k)€15k OVHCloud Grant Winner

What I Offer

How I can help you

Pick the engagement that fits your situation — or reach out and we'll figure it out together.

via Lubu Labs

AI Agent Systems

End-to-end production LLM agent pipelines for enterprise teams. I design, build, and harden systems that don't break under real users.

  • RAG pipelines with retrieval that actually works
  • Multi-agent orchestration with LangGraph
  • LangSmith evals & observability from day one
  • Production deployment & on-call handoff
Start a Project
contract & advisory

Freelance AI Engineering

MVP to production. I join your team as a senior AI engineer — POC validation, architecture review, or full-stack LLM feature delivery.

  • POC → production transition plan
  • LLM architecture & stack selection
  • Code review & evals setup
  • Weekly async or sync collaboration
6h for tech teams

AI Assisted Coding Workshop

Hands-on 6-hour workshop for tech teams to ship faster with AI Assisted Coding, without compromising quality or security.

  • 6-hour remote or on-site format tailored to your team
  • Hands-on tooling workflow with Claude Code, Cursor, and Codex
  • Security, governance, and best practices for enterprise adoption
  • Recording, practical materials, and post-workshop support
events & advisory

Speaking & Consulting

Conference talks, meetup keynotes, and strategic AI consulting for leadership teams navigating LLM adoption.

  • Production LLM systems talks
  • LangChain community events
  • AI strategy for CTOs & VPs
  • Team capability assessments
Simon Budziak
Poland's First LangChain AmbassadorYC Final Interview — EasyGamePort80+ ⭐ Open Source ProjectNATO Hackathon — 1st Place (€25k)€15k OVHCloud Grant Winner

About

Building AI that ships

I'm a Senior AI Engineer and Co-Founder of Lubu Labs, based in Wroclaw, Poland · San Francisco, USA. Poland's first LangChain Ambassador, I specialize in production LLM agent systems — RAG pipelines, tool use, LangGraph orchestration, and LangSmith observability.

My work spans from NATO defense hackathons to YC-stage startups. I build systems that work reliably under real users, with evals and observability baked in from day one.

Stack

LangChainLangGraphLangSmithLangFuseRAGLLMsPydanticAIPythonTypeScriptClaude CodeCodex

Experience

Co-Founder & CTO@ Lubu LabsNov 2025 – present

Building production AI agent systems for enterprise clients

CTO@ LYNXBYTE GAMESJul 2025 – present

Leading AI-powered game porting technology development

Co-Founder & CTO@ Stealth AI StartupAug 2024 – Jul 2025

EasyGamePort (YC finalist), SynverAI, Doers.ai — shipped 3 AI products

Data Scientist@ Transmission Dynamics Poland2023 – 2025

NVIDIA Jetson + DeepStream + TensorRT → -40% inference time

HPC Developer@ CYFRONET AGH2021 – 2023

Built HPCBursar and GSI-SSH Gem for supercomputing infrastructure

Companies I have worked with

Erli
Wojas
Open Loyalty
TDP
Cyfronet
AGH
BIT
Codebrainers
AI Doers
Erli
Wojas
Open Loyalty
TDP
Cyfronet
AGH
BIT
Codebrainers
AI Doers
Erli
Wojas
Open Loyalty
TDP
Cyfronet
AGH
BIT
Codebrainers
AI Doers

Work

Projects

FeaturedProduction
@ Lubu Labs

AI SDR Chatbot

Customer-facing sales agent with 100% production reliability. Built with LangGraph for stateful conversation management and tool use.

LangGraphRAGTool Use
Production
@ Lubu Labs

Healthcare Patient Agent

Patient education agent achieving 40% fewer false positives and 80% routing accuracy. Integrated with clinical workflows.

LangChainLLMsRAG
YC Finalist
Startup

EasyGamePort

AI agent app to port games to consoles automatically. Reached Y Combinator final interview round.

LLM AgentsTypeScript
Featured80+
Open Source

LangChain Agent Skills

80+ ⭐ open-source collection of 9 production-ready skills for LangChain, LangGraph, and LangSmith AI coding assistants.

LangChainLangGraphPython
Open Source

LangGraph Lightning Optimization

Prompt auto-optimization using APO algorithm with LangSmith tracing integration for systematic agent improvement.

LangGraphLangSmithAPO
Side Project

VibeRadle

Daily puzzle game about global trade and world economies. Two modes: VibeTrace and VibeProbe. Built with vibe coding.

Next.jsClaude CodeGame

Contact

Let's Build Something

Whether it's a production agent system, a workshop for your team, or just a chat about LLMs — I'm always happy to connect.