Creating and Implementing ML Algorithms for Ortodontic CAD system. Cooperation with clinical and production tem to embed the solutions based on Neural Networks to improve the application key features. Large Language Models fine tuning expirience. Expirience in Generative models - GAN, Autoencoders, Transformers: training, validation, finetuning.

I manage the development of the following systems: - car speed camera with Convolutional Neuron Network (CNN) with LSTM for car license plates recognition. Trained in Python/Keras/Tensorflow. Shows better accuracy that legacy ML Methods. OpenCV, car plate recognition, K-band radar - Neural networks architecture development - CNN, LSTM. Training, adjustment for better accuracy achievement. - traffic controller based on ARM processor and embedded Linux. - traffic detector with OpenCV, and graphical web interface, based on ARM/Linux/ - SVM, Haar Cascades Machine Learning - Wi-Fi control panel for traffic controller Projects references: https://github.com/fader111 https://www.youtube.com/watch?v=Led3p9ldUyc https://www.youtube.com/watch?v=eN-b_MlAp1M Good experience in Python and C++ Programming. Good knowledge of Image and Video processing with OpenCV, Object Detection, Classification with neural networks using Tensorflow and Keras. Trained Object Detection Neural Networks on custom datasets. Have good experience in digital signal processing (DSP). Use Scrum, Jira.

Microcontroller, SoC Programming. Embedded systems, IoT devices architecture development. C/C++ Firmware programming. Cortex A, Cortex M ARM programming, bare metal, FreeRTOS - based system development. Bluetooth, Serial, I2C, SPI, CSI, RS485 Interfaces. JS, Python, Web application development. Machine Vision Opencv 2.4 & C++ development. Git, Matlab, DipTrace PCB development. Projects: Mobile Traffic controller, based on Cortex M4 STM32F4 Microcontroller. Master-Slave autonomus modules Interconnection via Bluetooth. Firmware programming using JS framework, mbed library for ARM. Stationary Traffic controller - Modular device for control the traffic ligts. CPU - ARM Cortex A7, Debian Linux. RS485 line to peripherial boards, based on Cortex M4 Microcontrollers. Functions - Touch screen interface - External circuit current measuremet - Safety processor - Web interface - IO cards for transport detectors - supervision via UTMC (SNMP) protocol - LED indicators on the front video: http://www.youtube.com/watch?v=GQ5fD08TjlM Speedcam & video wehicle registration system. Windows based wehickle speed and licence plate recognition system. Using JAI Machine Vision GigE Camera, OpenCV, C++ programming. Prototyping in Python, Tensorflow, Keras ML frameworks. Video: https://www.youtube.com/watch?v=v0t8j-Vk8Ro Projects Reference: https://www.freelancer.com/u/fader111.html

Planning, organizing workflow, creating strategy of department development, projecting. Realized projects: BMS for Business Centre SkyPoint, BMS for Timiryazevsky City Housing Complex.

Managing of Department - Planning, organizing workflow, creating strategy of department development, projecting.

Creating and developing Building Automation department: planning, marketing, stuff training, strategy. Projects realized: BMS part - Air handling system for Procter & Gamble Factory in Novomoscowsk, Moscow Region. Based on hardwired web-server, TAC Xenta Controllers, LonWorks Network. Programming, Project Management, Launching, documenting, stuff training. BMS for Novator stadium in Khimki, Moscow Region. Project development is finished, Engineering is now in developmental stage. BMS on Housing estate in Zarechje Moscow Region. Project development. BMS for Stanislavsky Park Business Center in Moscow. Programming, launching, documenting. Number of similar projects now are in progress.

Managing of Technical Departmertment: planning, stuff training, strategy. Projects realized: BMS system with web-interface for Sandvik MKTS factory in Moscow. BMS system for Avtoframos-Reno factory in Moscow BMS system for housing estate in Michurinski area in Moscow. Part of BMS: heat-, water supply for German school in Moscow. BMS system of Leipzig shopping centre in Moscow.

Technical support of the following products: controllers, network-solutions, SKADA-systems, programming tools, training courses. Making training courses on LON-Works technology - open technology for system interconnection. I was largely involved in project for reconstruction of central heat stations in Surgut as technical expert. I made the construction of the corporate web-site. I was taking part in supervision-system project for hotel of "Lukoil" company in Moscow and in developing and starting up of automation/supervision system in Mytischi (Moscow region), based on Lon-Works technology.