01AI · Backend · Advertising APIs · Automation
Autonomous Media Buying Platform
A comprehensive backend platform for centralized management of media buying teams and ad campaigns across multiple advertising networks.
TaskBring statistics, campaign management and automation together in one system instead of juggling several separate ad accounts.
PythonFastAPIPostgreSQLRedisREST APIMCPDocker
What we built- Unified API across multiple ad platforms
- Statistics aggregation and normalization
- Campaign creation, launch and pausing
- Management of ad entity parameters
- Automatic data synchronization
- Backend API for the media buying team
- AI agent integration via MCP
- Automation of operational workflows
ArchitectureAdvertising Platforms→Unified API→Backend→AI Agents / Management Interface
02Generative AI · Data Processing · Parsing · Analytics
AI Creative & Ad Intelligence Platform
An AI platform that automates work with ad creatives — from collecting competitor ads to analyzing them and producing new materials.
TaskAutomate the manual search, analysis and preparation of ad creatives.
What we built- Automated collection of ads
- Parsing of defined sources
- Structuring of collected data
- AI analysis of creatives
- Detection of ad patterns and characteristics
- Automated report generation
- AI agent for generating new creatives
- API for integration with other systems
PipelineSources→Parsing→Processing→AI Analysis→Creative Generation→Report
PythonAI/LLM APIsFastAPIPostgreSQLData ProcessingREST API
03AI Agents · MCP · Backend · Enterprise Automation
AI Agent Infrastructure & MCP Platform
Infrastructure that lets AI agents go beyond answering users — and actually perform real operations inside backend systems.
TaskGive AI agents secure, structured access to an application's business functions.
What we built- MCP servers
- Custom MCP tools
- API integration layer
- Dedicated AI agent instances
- Controlled access to business entities
- Isolated agent environment
- Backend operations executed by agents
- Integration with existing systems
ArchitectureAI Agent→MCP Tools→Integration Layer→Backend API→Business Systems
PythonMCPREST APIDockerLLM APIsPostgreSQL
04Data Engineering · Backend · Real-Time Analytics
Real-Time Behavioral Scoring Platform
A backend system that analyzes user behavior and segments the audience automatically.
TaskScore users by their real actions inside the product rather than by static attributes.
What we built- User event tracking
- Real-time event processing
- Behavioral scoring
- Automatic segmentation
- Behavioral group detection
- API delivering results to other systems
- Integration layer for external platforms
PipelineUser Events→Event Processing→Scoring Engine→Segmentation→API
PythonFastAPIPostgreSQLRedisEvent ProcessingREST API
05IoT · AI Agents · Backend · API Integration
Smart Home AI Control Platform
An AI-first backend for centralized control of smart home devices.
TaskBuild a single software layer between an AI agent and the many devices and services of a smart home setup.
What we built- Centralized smart home backend
- Integration of diverse devices
- API for controlling home functions
- MCP tools for the AI agent
- Control over permitted AI operations
- Processing of device commands and states
- Automated scenarios
ArchitectureUser→AI Agent→API / MCP→Smart Home Backend→Devices
PythonREST APIMCPIoT IntegrationsDockerAI/LLM APIs