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Case studies

Processes that work

Seven projects for the public, quasi-public and private sectors. Task, solution, stack and measurable results. Clients are under NDA, so only the industry is named.

4,6 / 5
HIGH
+0,4
HR-tech · Ed-tech · 2025–2026

HCM platform for a holding

A corporate talent management platform for a holding with tens of thousands of employees: 360° reviews, individual development plans, learning and analytics. An AI assistant helps the HR team build development paths.

C# / .NET · Angular · PostgreSQL · Redis · Docker · OpenAI GPT

×10faster HR work on talent development
12 480employees in the system
742 / 1000
LOW RISK
0.42 s
Fintech · AI · ML · 2025

AI scoring for a microfinance company

An ML scoring model on alternative data: telecom signals, mobile app behaviour, transaction history. Real-time API, integration with CRM and an anti-fraud module, model drift monitoring in production.

Python · XGBoost · MLflow · Golang · PostgreSQL · Kafka

−30%defaults
+18%higher approval rate
42.1 bar
82.4 °C
47 h
Oil and gas · IoT · AI · 2024–2025

Predictive maintenance for oilfield services

Telemetry from pump and compressor equipment, an ML model forecasting failures 24–72 hours ahead, an engineer's operations screen and automatic tickets in the maintenance system.

Golang · Python · PostgreSQL · Kafka · Vue · Docker

−40%unplanned downtime
24–72 hforecast horizon
I'm going on a 5-day business trip to Moscow. Which documents must I sign before leaving?Application 5 business days ahead, memo, booking — Policy 04, §3.1
Corporate knowledge base · AI · RAG · 2025

AI assistant for internal regulations

Regulations, orders, policies and instructions are indexed in RAG. An employee asks a question in natural language and within seconds gets an answer with a link to the exact clause, without digging through SharePoint, chats and outdated wikis.

Python · LangChain · OpenAI GPT-4 · Qdrant · PostgreSQL · Vue

×8faster answer search
0,94average answer confidence
42.8 bn ₸
21,4%
+8,2%
BI · Corporate analytics · 2023

BI platform for a holding

A unified BI platform: ETL pipelines from the accounting systems of 12 subsidiaries, data marts, real-time dashboards for top management, role-based access and alerts on KPI anomalies.

C# / .NET · Angular · MSSQL · Redis · Kafka · Docker

5 days → 2 hmanagement reporting cycle
12accounting systems in one perimeter
488 312
99,95%
24/7
Government · Legal-tech · 2020–2021

Electronic legislation of the Republic of Kazakhstan

Technical support of the national electronic legislation system: uptime, new functionality, faster search across the legal database, integrations with government information systems. 24/7 SLA.

Scala · Java · Adobe Flex / AIR · HTML5 · Maven · SBT

99,95%annual system availability
488 000+legal acts in search
487
42 sec
94%
HR-tech · AI · 2026

AI recruiter for mass hiring

CV parsing, scoring against the vacancy, candidate ranking, a voice and text interview agent, automatic scheduling with finalists. Handles thousands of applications a day and shortens the funnel from days to hours.

Python · OpenAI GPT-4o · Embeddings · Golang · PostgreSQL · Vue

−65%time on screening and first interviews
42 secto screen one application
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