Stanislav Mircic

AI related: - Developing a support chat system in Python using OpenAI GPT-3/embeddings, GPT-4 and FastAPI. - Mentoring over a dozen AI projects as part of the BYB Fellowship program, which are based on various technologies such as tinyML, TensorFlow Lite, Edge Impulse, and the MATLAB Neural Network toolbox. All projects had a neuroscience topics like EEG decoding, P300 surprise detection etc. - Real-time simulation of spiking neurons in microcontrollers, using Izhikevich, Hodgkin-Huxley, and hybrid models. - NeuroRobot project: Designing and developing the hardware and software architecture of a robotic system that utilizes CNNs and Spiking Neural Networks to process sensor data and controls actuators in real time. iOS related: - Developing IOS applications in Objective C for iPhone, iPad and Apple Watch. - Apple's MFi hardware and iAP2 lightning port devices development. C++ development: Working on the Spike Recorder desktop cross-platform application in C++. Application reads stream of data from USB and audio card and applies numerous real time processing (FFT, IIR filtering, thresholding, spike detection etc. ). Embedded programming: Developing firmware for numerous products (some of which IEC 60601 certified) and prototypes based on the TI MSP430, STM32, Atmel AVR microcontrollers, TI and Cypress Low Energy Bluetooth SOC and ESP32, ESP8266 WiFi SOC. Involved/consulted during design of hardware products. Mentoring over 40 Neuroscience related projects in the course six years of BYB Fellowship program.

- Seizure detection in EEG using foundational and convolutional model like LABRAM, REVE, SparcNet etc. Research on new type of ML models for EEG processing. - Research in Neuromorphic/Hebbian/online learning neural networks, - PyTorch and PyBullet robot environment simulations in Python - TensorFlow, OpenCV, image processing, Yolo, edge computing - iOS applications in Objective C, - Web and desktop Adobe Flex/AIR, - Web development JavaScript, JQuery

Adobe Flex/Air applications, web development, C# development

Study visit and working on control software for Haptic robot for rehabilitation and research in human motorics based on RealTime Application Interface for Linux and Irrlicht 3D Graphical Engine. Neurolab, DIST, University of Genova