β¦ AI Engineer β exploring the frontier of intelligence
Sebastian Brzustowicz
I build AI Agents and agentic systems that orbit the intersection of Prompt Engineering, Reinforcement Learning and Azure architecture.
About.
I design and ship autonomous AI systems that solve real business problems β charting the course from prototype to production.
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 spanning software engineering, robotics and computer vision, I bring a full-stack perspective to every AI mission β the model, the prompt strategy, the database, the API layer and the deployment pipeline.
Skills.
Cloud & Architecture
AI & Agent Systems
Model & MLOps
Languages & Backend
Databases & Vector
DevOps & Infra
Experience.
AI Engineer Β· Adamus S.A., Szczecin
Architected and deployed an enterprise multi-agent system on Azure, incorporating prompt engineering to automate quotation.
Software Engineer Β· ITTI Sp. z o.o., PoznaΕ
Designed scalable backend architecture and APIs for spatial and simulation platforms using Docker and PostgreSQL.
Robotic & PLC Programmer Β· InPro engineering, PoznaΕ & 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 Β· PyTorch Β· RL πRocket Control
High-fidelity rocket flight dynamics & control simulation.
Python Β· Simulation Β· GNC π§©Rubik2x2 DQN
Multiparadigm DQN + Imitation Learning for a 2Γ2 Rubik's cube.
Python Β· PyTorch Β· MLflow π‘Collision Detection AI
Collision detection from accelerometer data with PyTorch.
Python Β· PyTorch Β· Sensors β¨Wide-Gemini
Browser extension enhancing the Gemini experience.
JavaScript Β· Extension πQuadcopter Control
Quadcopter control simulation with visualisation.
MATLAB Β· Simulink Β· ControlEducation.
Master of Engineering
Poznan University of Technology β Automation, Robotics & Electrical Engineering
Engineer's degree
Poznan University of Technology β Computer Science
- Harvard University β Data Science: Building ML Models
- EITCA β Advanced Reinforcement Learning
- EITCA β Machine Learning with Python
- EITCA β Deep Learning with Python and PyTorch