We are a team of developers who deals with establishing enterprise solutions in part of Machine learning, Backend and DevOps
Our portfolio primarily consists of the products, resulting from the development of the "Electronic Trading Platform of Gazprombank" ecosystem;
Hi, there
What we do?
You could automate your processes of finding insights if you have a streams of data
Machine learning
We make complex solutions for a hundreds of thousand active users
Backend
For a product to be scalable and secure it must be proper maintaned
Devops
Our services
What we do:
· ETL
· Data analytics
· R&D of hypothesis / ML tasks
· Pipeline project creation
ML
Directions:
· Predictive analytics
· Anomaly detection
· Computer vision
· Reinforcement learning
What we do:
· Highload Enterprise Solutions
Backend
Stack:
· Go+gRPC, PHP/Symphony, Java/Spring, Python/Django/FastAPI, Node+TypeORM
What we do:
· CI / CD design and configuration
· SSO connection
· Transfer application design into a container
· Deployment of monitoring systems
· Mail server's deployment and configuration
DevOps
Stack:
· Kubernetes, Ansible, Docker, Terraform, Packer, ELK
What we do:
· Creation and maintenance of services with a large number of users and UI design
Frontend
Stack:
· TypeScript / ECMA/ Webpack, Angular, Vue.js
How we work
We form the concept, define the milestones of development and estimate the terms
Vision
We work on the first iteration ourselves or in your team, keeping you informed. In the end, we help you deploy the code, secure configurations and access the market
Development
We get feedback from users, adjust the concept and define the next milestones
Launch
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Predictive analytics based on NLP for Cryptix

We found a correlation between news texts and the bitcoin exchange rate. To predict the bitcoin exchange rate behavior on the next day, we conducted a Sentiment Analysis of texts.


Predictive analytics based on time series of stock prices

We built an automatic trading system based on analysis and trading algorithms. The analysis algorithm predicts the dynamics of the exchange rate on time series (stocks, currency pairs and etc.), and whether a sharp change in the price will happen in the future.

Unified notification system

Task: User notification tool.

Development: we proposed a solution to the problem and developed an API notification service system. The system notifies its users via email and its response channel.

The solution applied in all the products of the marketplace ecosystem of Gazprombank.


Customer Profile

Task: recommended products at the stage of creating an order for the purchase of goods; the ability to create and edit order templates to use them in the future.

Development: A database with all previously uploaded products, customer accounts and back-office manager were established. An algorithm to adjust the existent cart was created.


Unified chat system

Task: API-chat management service

Development: we have created a unified chat system between users of all ecosystem products; implementation through the API service and web-widget on a client side.


SSO system

Task: development of SSO and its adaptation to the new requirements for the ecosystem.

Development: We transferred some of the users from the second SSO-Keycloak and balanced the work of both SSOs within the same platform; Integrated a unified messaging system for users of both SSOs; Implemented The OAuth 2.

Predictive analytics based on NLP for Cryptix

We found a correlation between news texts and the bitcoin exchange rate. To predict the bitcoin exchange rate behavior on the next day, we conducted a Sentiment Analysis of texts.


Predictive analytics based on time series of stock prices

We built an automatic trading system based on analysis and trading algorithms. The analysis algorithm predicts the dynamics of the exchange rate on time series (stocks, currency pairs and etc.), and whether a sharp change in the price will happen in the future.

Unified notification system

Task: User notification tool

Development: Creation of an admin panel for managing high load mailouts and Transfer of the customer's account from the VueJS stack to Angular10 + Webpack.


Customer Profile

Task: API-chat management service

Development: Creation of the client's screen, process of order and back office interface.


Unified chat system

Task: API-chat management service

Development:

Creation of an Html widget for API system with the possibility of integration into any product of the marketplace ecosystem of Gazprombank.