Effective data science solutions
We build, fine-tune and run predictive software services and APIs using data science, machine learning and deep nets
Our software services and APIs
Demand planning & sale forecasting
- Software service for large e-commerce businesses and retail chains which uses machine learning to forecast sales and optimise stock distribution among retail stores and warehouses.
Personalized product recommendations
- Personalized product recommender for e-commerce web sites which uses real-time Bayes nets to display relevant recommended products for e-shop visitors.
- Software service which automatically suggests product price movements to improve profit by using statistical price and demand elasticity models (modeling and optimising profit per visitor and/or revenue per visitor), which is suitable for large e-commerce stores with large amounts of orders and page-views.
Custom client projects
- Binary and multi-class, single and multi-label classification of text data using Large Language Model fine-tuning. Classification of text language levels and prediction of e-commerce product meta-tags from textual product descriptions.
API for re-stock product identification based on related signals
- API for predicting likelihood of sales for products based on signals from related and associated items in relevant product hierarchies. Using signals such as availability, on-line user interactions and sales of related items, we can predict likelihood of sales for a given product.
Visual product search
- API for automatic product identification in end-user camera photos. Fast lookups in a database of hundreds of thousands of distinct products were implemented using coarse-to-fine image hash searches over a stack of increasing image resolutions.
Warehouse batch picking and routing optimisation
- API for computing optimal path routes for batch picking time optimisation in a retailer's warehouse, which is built on shortest path graph algorithms.
IoT real-time sensor data collection
- Custom embedded device backend development including full OS management, integrating custom sensor APIs, storing real-time sensor data and complete remote device Dev-Ops.
PPC Ad analytics
- UI and 3rd party API integrations to fetch, compute and display various PPC statistics and metrics. Data connectors to marketing platforms (Google, Facebook) and E-commerce on-line store and shipping solution platforms.
Some of our references
Private, retail client