Adamus S.A. · Szczecin
Architected and deployed an enterprise multi-agent system on Azure, incorporating prompt engineering to automate the quotation process.
PythonAzurePyTorch
LangChainLangGraphFastAPIQdrant
Available for AI engineering roles
Sebastian
Brzustowicz
>
AI Engineer specializing in AI Agents, Prompt Engineering and Azure Solution Architecture - designing secure, scalable agentic workflows and enterprise systems that bridge AI models with robust Azure architecture and system security.
0+
years experience
0+
GitHub projects
0
certifications
0
languages
Python
Azure
LangChain
PyTorch
RAG
AI Agents
01 - who I am
Engineering intelligence at scale
I build agentic AI systems that turn language models into dependable enterprise tools. My work spans the full stack of modern AI engineering - from prompt engineering and agent orchestration with LangChain & LangGraph, to secure Azure architectures and MLOps pipelines that keep models measurable and production-ready.
Previously a software and robotics engineer, I bring a pragmatic, systems-first mindset: clean APIs, reproducible experiments, and security baked in from the start.
Agent-first approach
Designing multi-agent systems with clear boundaries, structured outputs and human-in-the-loop safety.
Cloud-native delivery
Deploying on Azure with architecture focused on scalability, observability and security.
MLOps mindset
PyTorch + MLflow experimentation, reproducible training and measurable evaluation.
02 - toolbox
Skills & stack
Cloud & Architecture
AzureSolution ArchitectureAI Security
AI & Agent Systems
AI AgentsPrompt EngineeringLangChainLangGraph
Model Engineering & MLOps
PyTorchMLOpsMLflow
Languages & Backend
PythonSQLTypeScriptFastAPIBash
Databases & Vector Search
QdrantChromaPostgreSQL
DevOps & Infrastructure
DockerCI/CDAirflow
Core proficiency
03 - career path
Professional experience
ITTI Sp. z o.o. · Poznań
Designed scalable backend architecture and APIs for spatial and simulation platforms using Docker and PostgreSQL.
PythonTypeScriptPostgreSQL
DockerFastAPIReact
Freelance · Toruń
Developed backend services and REST APIs for client projects as an independent freelancer, working with relational databases.
PythonTypeScriptPostgreSQL
InPro engineering Sp. z o.o. · Poznań & Bremen
Programmed a collaborative robot (cobot) to synchronize movements with human motion captured via computer vision.
PythonOpenCV
04 - selected work
Projects & experiments
★ Featured project
Robot Sumo RL
Advanced Reinforcement Learning (SAC / PPO / A2C) for autonomous Robot Sumo combat - featuring competitive self-play in continuous action spaces.
PythonPyTorch
SACPPOA2CSelf-play
View on GitHub ↗
20stars
4forks
3algorithms
★ 23
Wide-Gemini
Chrome extension that enhances the Gemini web experience.
JavaScriptChrome Extension
★ 17
Quadcopter Control System
Quadcopter control system simulation based on linear controllers with extensive visualization.
MATLABSimulinkControl
★ 2
Rocket Control
High-fidelity simulation of rocket flight dynamics and control - ideal for ML/RL training and GNC research.
PythonSimulationRL
★ 1
Rubik 2×2 DQN
Multiparadigm DQN + Imitation Learning project focused on solving a 2×2 Rubik’s cube.
PythonPyTorchMLflowDQN
★ 3
Collision Detection AI
ML model for collision detection trained on accelerometer sensor data with PyTorch.
PythonPyTorchSensor Data
★ 1
Knowledge Storage AI
RAG-based application that answers questions and generates quizzes & flashcards from provided materials.
PythonLangChainReactRAG
05 - background
Education & certifications
Master of Engineering
Poznan University of Technology
Department of Automation, Robotics and Electrical Engineering
Engineer’s Degree
Poznan University of Technology
Department of Computer Science
Languages
06 - contact
Let’s build something intelligent
Open to AI engineering roles, agentic-system projects and Azure architecture challenges. Drop me a line - I usually reply within 24 hours.
Email
Se.Brzustowicz@gmail.com
Phone
+48 695 918 089
GitHub
@sebastianbrzustowicz
LinkedIn
in/sebastian-brzustowicz
Location
Poland · Toruń
Languages
PL (native) · EN (C1) · DE (A2) · ZH (HSK 2)