Sebastian
Brzustowicz
AI Agents · Prompt Engineering · Azure Architecture
I design secure, scalable agentic workflows that bridge cutting-edge AI models with robust enterprise systems.
About
My focus sits at the intersection of artificial intelligence and production engineering — I build agentic systems that actually work in the enterprise.
From multi-agent orchestration with LangGraph and LangChain to vector search with Qdrant and Chroma, I connect state-of-the-art language models with robust cloud architecture on Azure.
With a background in software engineering, robotics and computer vision, I bring a full-stack perspective to every AI project — model, prompts, database, API and deployment.
Skills
Cloud & Architecture
AI & Agent Systems
Model & MLOps
Languages & Backend
Databases & Vector
DevOps & Infra
Experience
AI Engineer · Adamus S.A., Szczecin
Architected and deployed an enterprise multi-agent system on Azure, incorporating prompt engineering to automate quotation.
Software Engineer · ITTI Sp. z o.o., Poznań
Designed scalable backend architecture and APIs for spatial and simulation platforms using Docker and PostgreSQL.
Robotic & PLC Programmer · InPro engineering, Poznań & Bremen
Programmed a collaborative robot (cobot) to synchronize movements with human motion captured via computer vision.
Projects
Robot Sumo RL
Advanced RL (SAC/PPO/A2C) for autonomous Robot Sumo combat.
Python · PyTorch · RL 🚀Rocket Control
High-fidelity rocket flight dynamics & control simulation.
Python · Simulation · GNC 🧩Rubik2x2 DQN
Multiparadigm DQN + Imitation Learning for a 2×2 Rubik's cube.
Python · PyTorch · MLflow 📡Collision Detection AI
Collision detection from accelerometer data with PyTorch.
Python · PyTorch · Sensors ✨Wide-Gemini
Browser extension enhancing the Gemini experience.
JavaScript · Extension 🚁Quadcopter Control System
Quadcopter control simulation with visualisation.
MATLAB · Simulink · ControlEducation
Master of Engineering
Poznan University of Technology — Automation, Robotics & Electrical Engineering
Engineer's degree
Poznan University of Technology — Computer Science
- Harvard University — Data Science: Building ML Models
- EITCA — Advanced Reinforcement Learning
- EITCA — Machine Learning with Python
- EITCA — Deep Learning with Python and PyTorch