This is me somewhere around 62°13'05.1"S 58°26'22.3"W.
Usually, however, I works with computer in the subject of machine learning, web developing or IoT and low power environment.
If You really interested to know me contact me, see my papers or works.
My Google Scholar profile.
Ensemble-based classification for author profiling using various features
Tagging firefighter activities at the emergency scene: Summary of AAIA'15 data mining competition at Knowledge Pit
Towards robust framework for on-line human activity reporting using accelerometer readings
Certain aspects of foot-mounted inertial-based indoor navigation systems
Lessons learnt from designing indoor positioning system using 868 MHz radios and neural networks
Indoor Navigation System Using Foot-Mounted IMUs
Works I have done
Some random works I have done or taken part in(hobby or $$$).
3D printing and
Watching 3D printing is very relaxing :). Here You can look what is happen in real time in my printer ;)
Modern engineering tools for decision support for commanders during firefighting and rescue operations of Polish State Fire Service in buildings. The goal of the project was improvement of firefighter's safety as well as rescue action effects optimization.
4x4 "Samurai" rover
Early tests of positioning system:
Activities reporting system field test:
ICRA was great experience! Thank to all for the opportunity to work together!
I DIY drones!
This is my first quadcopter build absolutly from scratch, first go up!
I have desing and made:
Firmware for arduino mini pro
Drone controller in Python (joystick, telemetry)
Legs for 3D printing
First gimbal test (yes, moblie and electric tape)
Neural networks and
my PHD studies
I'm interested in signal processing with artificial neural networks.
Planned PhD thesis "Distributed artificial neural network for compression and classification events in time series for low resource environment".
The main goal is to proof that this approach can not only help to keep data in a very efficient way and uses less power, but also it enables to build close-to-optimal coders and well-work classification for wide range of data automatically, with very low human involvement.
Recently I fell in love with auto-encoders for time series:
These algorithms is a kind of ethereal art for my. It is pure happines to be able to watch at flow of information and how it is change.
My interest in the subject is not just work, I really like playing with code.
Play with some of my web demo tools:
IT is more fun when it is not not only inside computer. I not mean like Pokemon, more like SkyNet ;)
What can be better than smell of hot solder at a morning? And coffe of course?
Polish Antarctic Station
I was head* of the Arctowski station during 42nd expedition at 2017/18. We spend over one Year at King George - up to 20 person of crew and 36 scientists from different countries during Antarctic summer, 8 person during winter to keep station running. Abow You can see some photos but the best memories stay in us.
More about Arctowski on homepage.
* - as well as IT and electronics :)