Registry of deployed systems
Voice assistant for a 25-storey residential complex
Large-scale install: 200 ESP32 devices. Full local voice processing and elevator control. Solved via custom ML spotter models trained for the acoustics of the site.
Sales-analysis AI platform
Designed and deployed an AI platform for sales analysis: LLM call transcription, knowledge graph and ML recommendations for team performance. The system processed up to 3M minutes of audio per month and helped identify growth points in sales and in rep development.
AI transformation consulting projects
From strategic and architectural levels down to actual rollout: enterprise architecture development for large companies, AI-powered enterprise platforms and knowledge bases, ontologies and data contours, rollout methodologies, integration into complex enterprise environments and support through to industrial operations.
Oil well pump health monitoring
Predictive maintenance based on vibration and current signal analysis. AI model predicts equipment failure, preventing downtime.
Smart herbicide application
Spot-spraying system (Green Eye-style). Computer Vision recognises weeds and controls nozzles in real time.
Windows VDI SSO Infrastructure
Complex Single Sign-On solution for virtual desktops in a QEMU environment. Deep systems integration.
Smart fuel consumption forecasting for a fleet of 200+ vessels
ML system for fuel consumption prediction. Cost-efficient alternative to hardware monitoring using geo- and weather data.
Chat-to-Data for ClickHouse
An AI agent that lets the business close quarterly analytics KPIs in two evenings via natural-language queries.
Project Kolkhoz (v3.2)
Bureau baseline stack for physical-world automation: reliable automation for greenhouses and distributed territories.