Workshop on the course "Processing the results of the experiment and modeling physical processes in the algorithmic language Python" at V. N. Karazin Kharkiv National University
Enthusiastic about the convergence of embedded systems and machine learning. I am eager to learn and apply machine
learning and computer vision skills to contribute to the industrial domain. Dedicated to exploring the intersection of hardware and artificial intelligence.
Electronics
I used to study electronics: physics laws in Physics course, electric physics and
basics of using oscilloscope in Electronics course, logic gates, flip-flops, counters, registers, etc. in
Circuit Design course, timers, PWM, ADC, DAC, etc. in Microcontrollers course and so on. I also had some
experience with several Arduino boards (using Proteus for simulation), STM32 board (using CubeMX) and some
outdated custom boards from the university, based on Intel 8086 microprocessor. I also had
some hands-on experience with Raspberry Pi, Arduino, ESP32, etc. Got some experience with sensors, soldering,
circuits, etc.
I am interested in machine learning and computer vision. I have experience with TensorFlow, PyTorch and OpenCV.
I am still learning and trying to improve my skills in this field. I am also interested in TinyML and EdgeAI.
I have completed several courses in this field and have some certificates. I learned basics of machine learning
algorithms, such as linear regression, logistic regression, neural networks, K-means clustering, PCA, SVM. I also
learned how to use TensorFlow, using CNN, RNN, LSTM. I have small experience with OpenCV, I used it for detecting
system on Raspberry Pi for robot. I also have experience with TinyML, I used TensorFlow Lite on Arduino Nano 33
BLE. Now I am working on my own project, that includes detecting objects on the
aerial images.
Still a lot to learn, still need to build more solid knowledge and experience.
University Courses
I am a V. N. Karazin Kharkiv National University graduate and current student at Kyoto University of Advanced Science.
I share my solutions of assignments here.