Michael Dvornichenko

Michael Dvornichenko

Business Solution Architect. Founder of the SK.AI R&D company and Educational project SK.AI Academy.
Co-founder and Head of the “Save Ukraine Life” Charitable Organization 

IT solution design

IT consulting and audit

Building R&D teams

Team management

Project management

Project budgeting

Education

Bachelor / Master: Faculty of Physics(Donsetsk National University), Department of Intelligent decision making systems;

Postgraduate: Institute of Industrial Economics, Ukraine National Academy of Sciences;
Specialization: Economic and mathematical modeling

Expertise

Algorithms and data

  • Algorithm development
  • Data analysis
  • Artificial intelligence
  • Fuzzy logic systems
  • Expert systems
  • Simulation modeling

Economics and finance

  • Econometric modeling
  • Financial analytics
  • Financial data processing, financial and economic analysis
  • Assimilation business models

Computer vision and digital signal processing

  • Pattern recognition
  • Face recognition
  • Speech recognition
  • Audio processing and analysis
  • Automatic biometrics and security systems
  • Augmented and virtual reality (AR / VR)

Industry

  • Engineering of automatic control systems
  • Industrial automatic control systems
  • Automatic control systems in the power industry
  • Control systems for autonomous mobile units

Completed Projects

Project

Description

ERP System for a Machine-Building Enterprise

  • Preparation of technical documentation for production
  • Control over manufacturing processes
  • Management of material and technical supplies
  • Cost management
  • Accounting of production expenses
  • Sales and marketing department
  • Accounting and tax reporting
  • Management of cash, settlement, and financial transactions
  • Management of fixed assets and intangible assets
  • Personnel management
  • Planning and accounting of payroll
  • Economic activity analysis
  • Tools for system development
  • System administration

Electronic Document Management System for Food Industry Enterprises

Electronic Document Management System for a Solar Cell Manufacturing Enterprise

  • Registration and entry of contract attributes
  • Configuration of approval schemes and draft document approvals (route designer)
  • Automatic reminders
  • Monitoring the contract status and controlling the development and approval timings
  • Approval of draft documents
  • Final document approval
  • Storage of contract documents in various formats
  • Document search functionality

Intelligent Economic Forecasting System for the Situational Center of the Verkhovna Rada of Ukraine

  • Development of economic and mathematical models for forecasting the industries of the region
  • Statistical analysis
  • Semantic document analysis (bills)
  • Distributed data processing

Warehouse Management System (WMS) in a Leather Processing Enterprise

  • Machine vision module for raw material quality control on conveyor belts
  • Automatic module for measuring cargo dimensions on a forklift
  • Automatic calculation module for free storage cells based on cargo dimensions and cell indication
  • Visual indication module for loading locations
  • Alert and navigation module for warehouse trucks

ERP System Development for the Main Department of Urban Planning and Architecture

  • Land cadaster module
  • System for digitizing topographic plates and converting them to AutoCAD
  • Accounting system for issuing and receiving topographic maps
  • Object recognition from satellite imagery and aerial photography
  •  

Preliminary Danger Warning Information System at an Industrial Enterprise

  • Monitoring of worker activities using machine vision
  • Control of industrial equipment operation
  • Visualization of problem areas on the enterprise building plan

Advisory Information System for Evaluating the Work Quality of Departments and Employees at Enterprises

  • Quality of work assessment
  • Employee performance rating
  • Visualization of problematic departments on the building plan (for managers and executives)
  • Analysis of employee efficiency at the computer
  • Identification of employee fatigue
  • Monitoring the decline in performance indicators

Vehicle Traffic Control Information System (Traffic Sign Recognition, Hazard Control)

  • Traffic sign recognition
  • Hazard management
  • Designed for use within industrial zones (factory territories)

Information Security: Corporate System for Analyzing Information Flows within an Enterprise

  • Control of internal network packets
  • Monitoring and controlling the digital data of employees at their workplaces
  • Surveillance of employees’ social network pages to detect potentially dangerous content that could harm the company’s reputation

Solar Power Generation Forecasting System

Forecasting electricity production based on meteorological factors

Support Hardware and Software Complex for Local Council Deputies

  • Electronic Voting Module: Facilitates secure and efficient voting processes.
  • Session Protocol Management: Streamlines the recording and management of session protocols.
  • Automatic Document Generation: Automatically creates necessary documents based on input data.
  • Data Backup and Protection: Ensures data is securely backed up and can be restored in case of loss.
  • Data Protection and Encryption: Implements robust encryption methods to secure sensitive information from unauthorized access.
  • Server Lockout on Unauthorized Equipment Tampering: Blocks server access and operation when unauthorized hardware breaches are detected.

Artificial Intelligence-Based Module for Analyzing Human Engagement in Online Games

  • Player engagement analysis
  • Adjustment of game difficulty and content generation based on engagement levels

Augmented Reality: Visual Marker Recognition and Information Overlay

  • Recognition of graphic markers
  • Face contour detection
  • Identification of facial features (eyes, nose, mouth)
  • Recognition of natural markers (buildings, vehicles)

Virtual Reality and Neurocomputer Interface-Based Employee Muscle Memory Trainer

  • Development of a brain signal analysis algorithm
  • Identification of emotional markers such as fear, calmness, and uncertainty
  • Generation of virtual content based on identified markers

Blog

Contacts

+38 050 613 14 86
mail@dvornichenko.com

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