maksymandreiev Goto Github PK

followers: 9.0 following: 17.0 repos: 34.0 gists: 0.0

Name: Maksym Andreiev

Type: User

Bio: V. N. Kharkiv National University'23 Kyoto University of Advanced Science'26

Location: Japan

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had some experience with several Arduino boards (using Proteus for simulation), STM32 board (using CubeMX) and some outdated custom boards from the university, based on Intel 8086 microprocessor.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.

Courses and Programms Elements of AI by University of Helsinki Click Introduction to Embedded Machine Learning by Edge Impulse (Coursera) Click Introduction to Machine Learning by University of Macerata (6 credits) Click Machine Learning by Stanford University (Coursera) Click Data Science Fundamentals by DataRoot University Click Google for Developers: Machine Learning Bootcamp Ukraine Program description DeepLearning.AI TensorFlow Developer Professional Certificate Click Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning Convolutional Neural Networks in TensorFlow Natural Language Processing in TensorFlow Sequences, Time Series and Prediction TensorFlow Developer Certificate Credential Grow your career with Google Cloud: AI & Data (Ukraine) Program description Grow your career with Google Cloud (Poland) Program description JetBrains Academy (Hyperskill)



	Machine Learning 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.

Karazin Kharkiv National University

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Kyoto University of Advanced Science

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Maksym Andreiev's Projects

algorithmprogrcourse

Workshop on the course "Algorithmization and Programming" at V. N. Karazin Kharkiv National University

comparchcourse

Workshop on the course "Computer Architecture" at V. N. Karazin Kharkiv National University

compengineering

Workshop on the course "Methods and Technologies of Computer Engineering" at V. N. Karazin Kharkiv National University

compmathcourse

Laboratory workshop on the course "Computer Mathematics" at V. N. Karazin Kharkiv National University

crossplatformprogcourse

Workshop on the course "Cross Platform Programming" at V. N. Karazin Kharkiv National University

dataanalysiscourse

Workshop on the course "Data Analysis" at V. N. Karazin Kharkiv National University

decisionsupportsystemscourse

Workshop on the course "Computer decision support systems" at V. N. Karazin Kharkiv National University

deeplearning.ai_courses

distribsysparallelcompcourse

Workshop on the course "Technologies of Distributed Systems and Parallel Computing" at V. N. Karazin Kharkiv National University

dru_final

DataRoot University: Data Science Fundamentals. Final project

dru_flask

DataRoot University: Data Science Fundamentals. Flask project

dru_labs

Labs assignments from DataRoot University courses.

dru_snake

DataRoot University: Data Science Fundamentals. Snake Project

japanese-test

Mine first project. App about testing in Japanese

jetbrains-academy

JetBrains Academy projects

kuas-mc-systems

Exercises from the course "Introduction to Design 2 - Microcontroller Systems and Interfacing" in Kyoto University of Advanced Science

kuas-mechlab

Mechatronics Laboratory (Robot: basic)

kuas-sysprog

Exercises from the course "Information Processing 3: System Programming" in Kyoto University of Advanced Science

kuas_c

Exercises from the course "Information Processing 2: Introduction to C programming"

kuas_python

Exercises from the course "Information Processing 1" in Kyoto University of Advanced Science

logicprogrammingcourse

A workshop on the course "Artificial Intelligence Systems" at V. N. Karazin Kharkiv National University.

maksymandreiev

matlab_kuas

Laboratory workshop on the course "Intriduction to Numerical Analysis Programming" in Kyoto University of Advanced Science taken in 2022.

mc-sysprogcourse

Workshop on the course "System Software" at V. N. Karazin Kharkiv National University

microprocessorscourse

Workshop on the course "Microprocessors and their applications" at V. N. Karazin Kharkiv National University

mlopszoomcamp2024

numericalmethodscourse

Workshop on the course "Numerical Methods" at V. N. Karazin Kharkiv National University

oopcourse

Workshop on the course "Object Oriented Programming" at V. N. Karazin Kharkiv National University

pythonphysicsexperimentscourse

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

pythonscientificresearchcourse

Laboratory workshop on the course "Using the Python programming language in scientific research".

maksymandreiev Goto Github PK

Electronics

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Machine Learning

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Karazin Kharkiv National University

Kyoto University of Advanced Science

Maksym Andreiev's Projects

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