Every project below is real work delivered for a client — goal, solution, result. Client names are
withheld where an NDA applies. Filter by the kind of problem you are trying to solve.
Data & analytics
+35% accuracy
Sales analytics platform with forecasting
- Goal
- Analyse sales and predict demand.
- Solution
- Web platform with dashboards, ML-powered forecasting, and real-time reporting.
- Result
- Forecast accuracy increased by 35%.
AI & machine learning
97% accuracy
OCR document recognition for Cyrillic text
- Goal
- Automate data entry from documents written in Cyrillic script.
- Solution
- CRNN model with EfficientNet-B3 and a custom dictionary, tuned for high accuracy.
- Result
- 97% recognition accuracy and a sharp cut in manual data entry costs.
Automation
60% faster
Automated document workflow with AI analysis
- Goal
- Speed up processing of incoming documents.
- Solution
- AI-powered recognition, classification, and routing of every document that arrives.
- Result
- 60% faster processing and zero lost documents.
AI & machine learning
70% faster
Neural networks for video personalisation
- Goal
- Automate high-quality face replacement in video for personalised marketing.
- Solution
- Fine-tuned GAN and autoencoder models in a secure pipeline, with post-production algorithms for broadcast quality.
- Result
- Video preparation time cut by 70%, at professional production standard.
Software & platforms
+20% conversion
CRM system for an advertising agency
- Goal
- Organise sales and marketing processes in one place.
- Solution
- Custom CRM with request tracking, email integration, and campaign analytics.
- Result
- Lead conversion rate up by 20%.
AI & machine learning
25% fewer repairs
Predictive equipment maintenance
- Goal
- Reduce unplanned equipment failures.
- Solution
- ML platform that analyses sensor data to predict breakdowns before they happen.
- Result
- Emergency repairs cut by 25%.
Automation
20 min to 4 min
Automated PC diagnostics with PDF reporting
- Goal
- Speed up technical maintenance of a company computer fleet.
- Solution
- Desktop application that collects hardware and software data, builds a structured PDF report, and emails it automatically.
- Result
- Diagnostics time reduced from 20 minutes to 4 minutes per device.
Software & platforms
45% faster
Universal IT toolkit for system analysis
- Goal
- Give IT teams one tool for diagnostics and equipment monitoring.
- Solution
- Desktop application with performance tests, disk analysis, and real-time hardware monitoring.
- Result
- Troubleshooting speed improved by 45%.
Automation
No manual setup
Centralised VPN certificate deployment
- Goal
- Roll out secure VPN access across multiple branches.
- Solution
- Automated certificate installer with centralised control, logging, and status monitoring.
- Result
- Manual setup errors eliminated and the whole process automated.
Automation
40% less downtime
Hardware monitoring with email alerts
- Goal
- Minimise downtime caused by overheating and hardware failure.
- Solution
- Software that tracks temperature, CPU load, and disk health, alerting staff at critical thresholds.
- Result
- Downtime incidents reduced by 40%.
AI & machine learning
Fully offline
Local offline translator for secure environments
- Goal
- Translate sensitive documents without an internet connection.
- Solution
- On-device neural translation model optimised for low-spec machines, with secure offline dictionaries.
- Result
- Secure translation inside isolated networks, with far less time spent per document.
Automation
3–4 hrs saved daily
News aggregator with Telegram bot and analytics
- Goal
- Automate news gathering and publishing for a media company.
- Solution
- Bot that collects news from RSS feeds and Telegram channels, edits and publishes content, and reports analytics into Google Sheets.
- Result
- Three to four hours of editorial work saved every day.
Automation
60% faster
Virtual medical printer
- Goal
- Standardise and automate medical report generation.
- Solution
- Virtual printer driver that applies branding automatically and emails the finished document.
- Result
- Document preparation time reduced by 60%.
Data & analytics
Faster reporting
Business process analytics for a construction company
- Goal
- Optimise order and resource management.
- Solution
- Database and CRM system with built-in analytics.
- Result
- Faster reporting and noticeably better project planning.
Software & platforms
Wider reach
Online auction and product classification platform
- Goal
- Build an e-commerce platform with auction features.
- Solution
- ASP.NET Core MVC system with ML-based product classification and lot management.
- Result
- Wider customer reach and a streamlined sales process.
AI & machine learning
92%+ accuracy
Industrial object classification
- Goal
- Classify industrial facilities by their key characteristics.
- Solution
- Random Forest and decision tree models trained on real operational datasets.
- Result
- Classification accuracy above 92%.
Software & platforms
Faster archival
Camera capture and processing system
- Goal
- Build a tool for photo documentation and equipment status analysis.
- Solution
- WPF application using AForge.NET, with cropping tools and automated image compression.
- Result
- Image capture and archival for internal monitoring made routine.
AI & machine learning
Adopted by the design team
Agent system for designers
- Goal
- Give designers a faster image search process with personalised output.
- Solution
- Agent-based system built on LangGraph and LangChain, with OpenAI and Google API integrations and a vector database of embeddings.
- Result
- Adopted by the design team, improving both output quality and day-to-day speed.