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kostiantyn_tkac

Kostiantyn T

@kostiantyn_tkac

Junior RnD Engineer Research Assistant

België
Engels, Oekraïens, Russisch
Sommige informatie wordt in het Engels weergegeven.
Over mij
Computer Engineering graduate (MSc) specializing in embedded systems. I build firmware for STM32-based projects using FreeRTOS and CANopen, completed through a DAAD-funded programme at Hochschule Bonn-Rhein-Sieg. Background also includes signal processing and neural networks for audio classification (published research on drone detection), plus database design and applied computer vision on smaller projects. I work with C/C++ and Python, and I'm comfortable reading and debugging embedded hardware schematics. Available for freelance STM32/embedded firmware and database tasks.... Lees meer

Skills

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kostiantyn_tkac
Kostiantyn T
offline • 
Gemiddelde reactietijd: 1 uur

Bekijk mijn diensten

Geïntegreerde systemen en IoT
I will develop embedded firmware for stm32, arduino, or esp32
VanafUS$ 30 / projectMeer informatie

Portfolio

Werkervaring

Self

Junior R&D Engineer / Research Assistant

Self • Fulltime

Jun 2024 - Sep 2025 • 1 yr 3 mos

Position at Chernihiv Polytechnic National University, Ukraine. Developed a neural network model (ResNet6_CBAM) for acoustic signal classification as part of a drone detection research project, combining MFCC-based spectral feature extraction with attention mechanisms for binary classification of acoustic sources. Tested and debugged subsystems developed by other team members, including an ORB-based computer vision method for drone displacement estimation, a lidar-based PID control routine for autonomous takeoff, and MAVLink-based drone control logic. Published research findings in a Ukrainian scientific journal.