Selected work
A collection of projects I am most proud of across software engineering, graphic design, and scientific research. I enjoy solving complex problems by combining technical depth and creativity to build systems that address real-world needs.
Navoro
Stack
- Python
- pymap3d
- pyulog
- Pydantic
- FastAPI
A trust layer for autonomous navigation. Runs on a drone's flight computer, cross-checking the GPS against the aircraft's IMU, barometer, and satellite signal health. When they disagree by more than sensor drift can explain, Navoro informs the flight controller and estimates a trusted position with an uncertainty budget that grows at the measured drift rate, recommending concrete action (hold, return, land). Evaluated against labels hidden from the detector and benchmarked on the worst of 25 independent noise runs. Detects all three GNSS interference classes in 0.4–0.8 seconds at a 0.00% false-positive rate. Developed the simulator, evaluation harness, navigation response layer, and flight log ingest as part of a three-person team.
Research
Machine learning and computer vision
Warsaw University of Technology
Materials science · DFT and molecular dynamics
Ab-initio density functional theory calculations of solid-state chlorine in its BCC, FCC, and molecular phases under compression, computing the equation of state and tracking the band gap closing as pressure rises toward metallization. Earlier project used classical molecular dynamics to simulate ultra-strong carbon materials.
Tools
- FHI-aims
- LAMMPS
- Python
Haylon Technologies
Startup · Battery materials
Conducted research on battery materials, energy storage technologies, and related intellectual property while supporting the development of battery-powered systems. Built a steerable battery-powered boat prototype using Arduino, integrating motor control, steering, and embedded software. Validated a custom Jira-based engineering workflow.
Tools
- Arduino
- C++
- Jira
Design
Graphic design and visual identity
Design bridges engineering with users. To me, it is an insight into how people interact with platforms, what makes experiences intuitive, and what features create real value.
Momio ApS
Apps · Shipped to real users
Developed and shipped designs for a mobile app and website with a 7M+ user base. Created 500+ avatar items that became part of the platform's customization ecosystem, including premium subscription content.
Tools
- Photoshop
- Illustrator
- Figma
- Procreate
Econverse
Marketing · Branding
Part of the marketing team for Econverse Cup 2023 (Poland's largest pitch competition). Designed speaker announcements, schedules, and event graphics sent out to contestants and guests, reaching 1.5M people on social media. Built on shared templates, supporting brand consistency.
Tools
- Illustrator
- Figma
- Procreate