SKILLS
Languages:
Python 2.7, 3.x
TensorFlow, PyTorch или Keras
MLOps, RAG, Hugging Face Transformers, LLM
C\C++ (Linux OS and Microcontrollers AVR, ARM)
PHP (web backend)
JS, HTML, CSS (web frontend)
Databases: MySQL, MariaDB, PostgreSQL, SQLite, NoSQL stack
IDEs: JetBrains IDEA (PyCharm, PHPStorm), Eclipse, QT Creator, AVR Studio, Jupyter Notebook for Anaconda, VIM
OS: GNU/Linux, Windows, FreeRTOS
Technologies:
OOP, Design Patterns (GoF), MVC
Computer Vision, Intel OpenCV, dlib
Machine Learining, AI logic methods, Fuzzy logic, Neural Networks
Circuit Design, GSM, GPS, NRFxx, LoRa
Tools: Apache, Docker, Json, REST, Arduino, Git, SVN, Multisim, Proteus, Vim, SSH, GCC
JOB EXPERIENCE
2024.09 - till now. Co-founder of the company. A startup in the field of financial analytical artificial intelligence. Development of an LLM model that analyzes macro-financial and economic processes in the US and the world, predicts the behavior of financial markets and automatically performs investment portfolio management in the US stock and cryptocurrency markets.
2021-2024 - Head of R&D Department of the Artificial Intelligence Laboratory at AVRORA.ua Real Bargain LLC supermarket chain in Ukraine. Development of neural network computer vision systems for tracking the behavior of customers and employees of a supermarket on the territory of a store, warehouse and office. Classification of customers, tracking of actions, accumulation of queues, recognition of voice, gender, age. LLM Chatbots and RAG knowledge bases optimization of interaction of information processes of the company.
2017-2019 Technical consultant (Head of R&D) at http://IT2.bz development company.
2010-2023 half-time teacher of practical courses on programming and artificial intelligence systems, Faculty of Computer Science and Engineering at National Technical University of Ukraine «KPI» .
2017-2018 Participation in the startup NaviGIPS — navigation positioning system in enclosed underground spaces, based on RFID technology and inertial navigation (accelerometer, gyroscope, magnetometer),development of mathematical algorithms, development of test electronic models.
2016-2019 Participation in the startup http://StartContorl.biz - cloud solution that allows companies to provide a modern world-class road service, increasing efficiency and minimizing costs
2015-2016 С\С++ AVR Developer, participation in the development of a software and technical complex of the security system for agriculture. Using technologies Atmel AVR, GSM modems, NRF24 lower power radio modems, LoRa long range radio transmiters, optimization of the power consumption of microcontrollers and electronic circuits, data transfer between sensors via BLE radio interface, data synchronization with the server and database via GPRS.
2012-2015 PHP developer, at Web-art studio it2.bz developing backend using Yii & CodeIgniter frameworks for different web sites.
2007-2010 laboratory assistant at National Technical University of Ukraine «KPI», courses of «Programing AVR\PIC Microcontrollers» and «Object-oriented design techniques»
2008-2010 C # .NET Developer (team-leader, architect designer) at National Technical University of Ukraine «KPI» for the Ministry of Defense of Ukraine. Development client-server software that monitors computer systems, networks and infrastructure. Logging, monitoring and alerting system for servers, netwrok switches, applications and services.
2008 Researcher (c++ developer) in «Scientific Research Institute Kvant» development of navigation algorithms based on GPS data for controling and route correction of agricultural machines (parallel driving in the fields).
2007-2008 С++ Developer , CJSC “OSMP” Qiwi.ru, developing Linux services for accepting, caching and processing financial transactions from payment terminals.
Integration of Qiwi services to receive mobile payments for Ukrainian mobile operators KievStar, VodaFone(UMC), Life.
Development Linux server software in conjunction with a GSM gateway, developing USSD services, writing and implementing data transfer protocols for mobile payment terminals, etc.
2006-2007 C ++, PHP programmer in the International (CIS) VoIP Telephony Provider. Development of billing and other services for Asterisk telephone PBX system.
2004-2005 software development (Delphi 7) of «Control and time tracking System» for computer gaming clubs. Successfully integrated in several computer gaming clubs in Kiev.
EDUCATION:
2017-2018 «Machine Learning», «Mathematics and Python for data analysis» courses at Coursera & Moscow Institute of Physics and Technology
2007-2009 post-graduate course «Intelligent methods of performance estimation of distributed information systems»
2001-2007 computer engineer, National Technical University of Ukraine “Kyiv Polytechnic Institute”, Faculty of Informatics and Computer Engineering
Hobby
Development of electronic devices, RF, Arduino, quadrocopters
Telegram Bots
The theory of artificial intelligence, question-answer systems, semantic analysis of texts, fuzzy logic.
