$ AI Engineer
Architected and deployed an enterprise multi-agent system on Azure, incorporating prompt engineering to automate quotation.
cloud_architecture
Azure · Solution Architecture · AI Security
guest@portfolio:~$ whoami
guest@portfolio:~$ cat about.txt
guest@portfolio:~$ ls ./contact
╔═ SKILLS ═══════════════════════════╗
ai_agent_systems
AI Agents · Prompt Engineering · LangGraph · LangChain
model_mlops
PyTorch · MLOps · MLflow
languages_backend
Python · SQL · TypeScript · FastAPI · Bash
databases_vector
Qdrant · Chroma · PostgreSQL
devops_infra
Docker · CI/CD · Airflow
╚═════════════════════════════════════╝
╔═ EXPERIENCE ════════════════════════╗
$ Software Engineer
Designed scalable backend architecture and APIs for spatial and simulation platforms using Docker and PostgreSQL.
$ Robotic & PLC Programmer
Programmed a collaborative robot (cobot) to synchronize movements with human motion captured via computer vision.
╚═════════════════════════════════════╝
╔═ PROJECTS ══════════════════════════╗
robot-sumo-rlAdvanced RL (SAC/PPO/A2C) for autonomous Robot Sumo combat.[python pytorch rl]
rocket-controlHigh-fidelity rocket flight dynamics & control simulation.[python simulation gnc]
rubik2x2-dqnMultiparadigm DQN + Imitation Learning for a 2×2 Rubik's cube.[python pytorch mlflow]
collision-detection-aiCollision detection from accelerometer sensor data with PyTorch.[python pytorch sensors]
wide-geminiBrowser extension enhancing the Gemini experience.[javascript extension]
quadcopter-control-systemQuadcopter control simulation with extensive visualisation.[matlab simulink control]
╚═════════════════════════════════════╝
╔═ EDUCATION ═════════════════════════╗
$ Master of Engineering
Poznan University of Technology — Automation, Robotics and Electrical Engineering
$ Engineer's degree
Poznan University of Technology — Computer Science
╔═ CERTIFICATIONS ════════════════════╗
- Harvard University — Data Science: Building ML Models
- EITCA — Advanced Reinforcement Learning
- EITCA — Machine Learning with Python
- EITCA — Deep Learning with Python and PyTorch
╔═ LANGUAGES ═════════════════════════╗
polish: native(C2) · english: fluent(C1) · german: basic(A2)
╚═════════════════════════════════════╝
╔═ CONTACT ═══════════════════════════╗
guest@portfolio:~$ ./hire --name "Sebastian"
╚═════════════════════════════════════╝