Data analysis and modeling
Data collection and reconciliation, management reporting, forecasting, and scoring.
Tasks: asset valuation, procurement, demand, and financial performance analysis.
What we do
- Data collection from registries, online platforms, and internal systems in compliance with access terms
- Normalization, record matching, and quality control
- Data marts and management reporting
- Valuation, forecasting, and anomaly detection
Result verification
- Linking metrics to sources and calculation rules
- Model evaluation on holdout data and per class
- Escalation of uncertain results for expert review
Related projects
Public Procurement Analytics System
Analyzes notices and contracts with automated item classification, supplier comparison, and search for target buyers. The system helps explore the competitive landscape and pick tenders to pursue.
Sales, Assortment and Promotion Analytics
Analysis of demand, margins and stock by product and store. Sales forecasting, promotion impact assessment and recommendations on assortment, pricing and replenishment.
Production and Cost Analytics
Analysis of output, raw material consumption, scrap, energy use and downtime by batch, line and shift. Finding the causes of cost changes, assessing production losses and comparing capacity scenarios.
Demand and Capacity Analytics for a Clinic Network
Analysis of inquiries, bookings, cancellations and the actual utilization of doctors, rooms and equipment. Demand forecasting by branch and service, assessment of appointment availability and schedule economics.
Apartment Valuation for an Investment Fund
The system aggregates market data from multiple sources and values apartments for purchase selection. Price, time-on-market, and deal-probability models help compare the investment attractiveness of properties.
Competitive Intelligence for Fintech
The system tracks competitors' publications and website changes across multiple markets. AI evaluates the relevance of materials, selects significant changes, and produces themed digests.
Management Accounting for Marketplaces
The system calculates profit and unit economics for each shipment across four marketplaces. It reconciles marketplace data with the accounting system and prices items based on cost.
Management Analytics Builder
An in-house analytics component for freely combining charts, metrics, and data slices. It extends the pivot-table concept: build complex views and explore data in different combinations. Load heterogeneous exports, validate data, and run hierarchical calculations without double counting.
AI Assistant for a Restaurant Chain
A messenger-based assistant for planning prep and purchasing, tracking stock, and monitoring write-offs across a chain of food service venues.
Wearable ECG Recorder Software and Analysis System
C++ software for the wearable device plus a system for subsequent analysis of long-duration ECG recordings. It detects events and anomalies, selects significant fragments, and transmits data to the physician.
Candidate Sourcing and Assessment System
Collects vacancies and resumes from multiple sources, builds unified candidate profiles, and runs a hiring funnel. Automated communication and job-fit assessment streamline the path from sourcing to selection.
End-to-End Automation for an Investment Group
Automation of investment activities for a bank, investment companies, and pooled bank-managed investment funds (OFBU). The system covers trading, back office, trade accounting and control, and management and regulatory reporting.
3D Terrain Models from Imagery
Reconstructs 3D terrain with buildings, relief, roads, and vegetation from satellite and other imagery combined with geodata. Models of selected areas support calculations, simulations, and visualizations.