Principle of operation: recognition of faces entering various shopping areas, saving objects to a database in order to further count the number of visits and identify customer preferences. The analysis included the input data such as gender, age, time of visiting the shopping center. This information was valuable in building a buyer’s roadmap, for determining preferred products, increasing sales of relevant products and reducing carriage of low-demand products, which in turn increased supermarket revenues.
Programming languages: C, Python, C #
Pltaform: Deepstream, Pytorch, Tensorflow, Netcore 3.1, EF, oData, PostgreSQL
The system of video analytics and car registration number plates capturing made it possible to control the process of parking, payments for parking spots and fixing violations automatically. The most important advantage of this system is the unloading and smart usage of parking areas.
Principle of operation: cameras record cars entering parking zones and read the plate numbers and time of arrival at the parking spot. Next, there is payment for parking rental through the application for a specific period of time. Integration with the database allows us to control the rental period automatically. At the end of the rental period, the driver is obliged to extend or leave the parking place, otherwise he will be a subject to an administrative fine.
Programming languages: C, Python, C #
Pltaform: Deepstream, Pytorch, Tensorflow, Netcore 3.1, EF, oData, PostgreSQL
During a rush hour there are intersections where one direction is loaded with traffic, and the other direction is less busy, which often creates traffic jams. Adaptive traffic lights receive information about the amount of traffic due to cameras with the analytical component. The data from the cameras are processed in the system according to the traffic load in the set section and the algorithms select the optimal traffic signals to help remove traffic jams in a given direction.
Programming languages: C, Python, C #
Pltaform: Deepstream, Pytorch, Tensorflow, Netcore 3.1, EF, oData, PostgreSQL
Analysis of the number of passengers in a car by processing the video stream for certain inter-city highways and dedicated lanes in order to unload the traffic density.
Programming languages: C, Python, C #
Pltaform: Deepstream, Pytorch, Tensorflow, Netcore 3.1, ASP.NET, oData, ASPNET Zero, PostgreSQL
Waterloo Accelerator Center (Ontario, Canada)
The Waterloo Accelerator Center is the first private business accelerator in Canada to be ranked in the top 5 in the world for mentoring and incubating startups.
Using this opportunity, we were awarded a cash grant for the implementation of our project and were enrolled in the incubation program, where we did market analysis / target client identification, product promotion, cold calls, attracting potential customers, conducting presentations, events.
Department of Urban Planning and Urban Development of the city of Almaty
Automated geographic information system
– The system is used to display, process, search for information, analyze and make decisions based on access to spatial data on the location and current status of buildings and structures, related facilities, infrastructure and adjacent territories of the city of Almaty
– The system provides centralized collection, systematization, storage, updating, display, analysis of spatial data based on the capabilities of the basic ArcGIS software. It also facilitates conducting government / other services to individuals and legal entities
- Developed an automated geographic information system
- Reengineered and optimized business processes
- Integrated the software with state information systems and databases
- Incorporated software security to be in compliance with information security requirements and obtained an Act with positive protocols
Platform:
- .NET Core 3.1
- Angular
- PostgreSQL
Programming languages:
- C Sharp
- TypeScript
- PG/SQL
- Installed and launched the operation of 300 cameras for traffic control
- Trained neural networks to recognize vehicles, localize registration numbers, recognize letters and numbers in a license plate
- Training was carried out on a dataset of 1.3 million marked up pictures
Platform:
- .NET 5, С, Angular
- PostgreSQL
- Jetson Nano
- Nvidia deepstream
- RabbitMQ
Programming languages:
- C Sharp
- TypeScript
- PG/SQL
Police Department of the city of Almaty of the Ministry of Internal Affairs of the Republic of Kazakhstan
Automated information system “Road safety”
– AIS RS is designed for video recording of passing vehicles, automatically detecting and recording traffic violations, issuing fines for captured violations and saving them in an electronic database. It also sends all captured data to authorized state bodies
– The hardware and software complex for video recording includes equipment and related software installed on sections of cantilever and arched metal structures, above roads
-The hardware and software complex automatically operates 24/7 in and records all vehicles passing in the zone of surveillance, as well as identifies and fixates violations of traffic rules. When a driver of a vehicle commits a violation of traffic rules, the hardware and software complex records information about the violation, the recognized state registration plate, the date and time of the violation, the image of the vehicle with which the violation was committed, as well as images confirming the fact of the violation
Nazarbayev University
Processing system of Nazarbayev University
Automation of personal accounts of consumers and service providers, as well as automation of accounting processes for consumers’ payments.
The main tasks for the implementation of the system are:
– Maintaining and keeping the accounts
– Consumer accounts management
– Receiving, storing and viewing information about the state of the consumers’ accounts and the operations performed by them
– Maintaining reference books and classifiers
– Integration of payment receipt processes
– Consolidation of reports
– General IT administration
- Developed a billing and payment processing system for the university
- Integrated the sowftware with information systems of Nazarbayev University (including Kassa 24 software)
- Conducted technical support of the data center
Platform:
- .NET Framework 4.5
- oData
- PostgreSQL
Programming languages:
- C Sharp
- JavaScript
- PG/SQL
- Developed a unified solution to keep track of advertising objects in the city of Almaty
- Created a database of advertising objects
- Developed individual consolidated reporting
- Developed and implemented an automated process for monitoring objects in the city of Almaty
- Developed a technical framework for the client
- Integrated the software with the providers of spatial and reference data (2GIS)
Platform:
- .NET Framework 4.5
- oData
- PostgreSQL
Programming languages:
- C Sharp
- TypeScript
- PG/SQL
- Angular
- CSS
- LINQ
- EntityFramework
Research Institute Almatygenplan LLP
System for collecting and monitoring advertising objects
– Automation of photo collection with the placement of advertisements
– Fixing the geo-position of employees when advertising objects are found
– Generating reports on processed advertising objects
– Maintaining historical data of advertising objects
– Transfer of data to the tax agency
Financial Center JSC
Per capita financing calculation system
– Simplification, acceleration of the collection, processing, storage, calculation, monitoring and analysis of data about the schools participating in the pilot of per capita normative financing of secondary education
– Increasing the reliability of school data used by JSC “Financial Center” as part of the work on maintaining and monitoring the implementation of per capita normative financing of secondary education
- Developed an application software for per capita financing calculation
Platform:
- .NET Framework 4.5
- JS
- CSS
- oData
- PostgreSQL
Programming languages:
- C Sharp
- JavaScript
- PG/SQL
- Modernized and performed technical support of the Electronic Archive of the Real Estate Register of the Republic of Kazakhstan
Platform:
- .NET Framework 4.5
- JS
- CSS
- oData
- PostgreSQL
- InterSystems Ensemble
Programming languages:
- C Sharp
- JavaScript
- PG/SQL
Ministry of Justice of the Republic of Kazakhstan
Electronic archive of the Real Estate Register
– Implementation of processes for bulk scanning of archived documents
– Development of a framework of registration files using barcodes
– Automatic barcode recognition when scanning files without using third-party licensed software
– Maintaining the version history of archival documents editing
– Customization and reporting functions
– Implementation of possibilities of integration with other systems via API
– Data storage using Google algorithms with up to 30% space saving of jpg, png, pdf files
– The ability to recognize text by implementing the ABBYY Recognition SDK
– Performing operations in the system via a Web browser, which does not require the installation of client applications to view archived documents
– The ability to store large graphic files
General Prosecutor's Office of the Republic of Kazakhstan
Performed technical support of the all system software and equipment.
Provision and implementation of the policy of restricting access of the Customer’s employees to non-corporate websites and systematic control of Internet use for business purposes: installation, configuration, administration of mail services (SMTP, Pop3, IMAP, Exchange), mail servers (Zimbra, Exchange 2010, Exchange 2013, Exchange 2016), DNS server, proxy server (Traffic inspector, squid), installation, configuration and administration of information security systems and user authentication when accessing corporate network resources – Cisco Security Manager server, Cisco IPS intrusion detection and prevention systems, multifunctional security devices Cisco ASA, wired and wireless access policy management software – Cisco ISE, IBM QRadar global network resource monitoring system, Internet traffic accounting and control software Trafic Inspector, Squid, active network equipment administration from Cisco Systems, Hewlett Packard, Juniper, Dell)
- Administration of massive disk spaces
- Administration of a cluster of virtual machines (administration of server hardware for virtualization of workstations based on VMWare vSphere, VMWare view
- Administration of public file servers (installation, configuration and administration of servers of Debian, Ubuntu, Red Hat, Linux, Windows 2008 Server, Windows 2008 R2 Server, Windows 2012 Server, Windows 2012 R2 Server, Windows Server 2016, installation, configuration and administration of DBMS MySQL, Microsoft SQL Server (2008, 2008 R2, 2012, 2014, 2016), FireBird)
- Administration of Active Directory servers
- Administration of the Polycom RSS 4000 video conferencing recording server
- Administration of PAK CERTEX HSM
- Administration of the anti-virus system
- Developed of a video surveillance system for violations and issuance of fines
Platform:
- .NET Framework 4.5
- JS
- CSS
- oData
- PostgreSQL
- InterSystems Ensemble
Programming languages:
- C Sharp
- JavaScript
- PG/SQL
Astana Innovations JSC
Video surveillance system for violations and issuance of fines
Unified more than 300 cameras into a single analytical software based on artificial intelligence to process the following events:
- Formation of crowds
- Abandoned items
- Presence of smoke
- People fighting
- Capturing license plates of vehicles
- Capturing the speed of vehicles when passing the control point using Doppler radar
- Generation of fines in bulk for further processing by the police in the city of Astana (Nur-Sultan)
- Printing the orders according to the requirements of the Police
- Subsequently, a revision was made for sending orders by hybrid mail (without printing)