Portfolio
Project list
- Baseline power prediction service
Based on historical data, the model developed by us is capable of predicting the consumption of electricity by the population.
- Virtual drummer
An app for musicians that imitates a live drummer.
- Plant segmentation
A machine learning algorithm for processing plant photos.
- Car rental price simulation and prediction
The goal of the project is to train models for car rental price prediction in Japan based on the prices and demand for car rental from some Japanese car rental companies and the history of weather data in Japan.
- Blood pressure prediction based on the heart rate measurements
A solution to predict patient’s blood pressure basing on previously measured and logged heart rate data.
- Data prediction and anomaly detection
System to test and select optimal model for data prediction and anomaly detection
- Azure Machine Learning Studio
Analysis of the loan returns probability using Azure ML
- Time series anomaly detection
Detection of anomalies in time series of cyclic nature data.
- Q-Learning algorithm for Particle Swarm Optimization
Multi-agent optimization using NetLogo environment
- Time series classification
Interactive system for multivariate time series data classification and anomaly detection on Azure ML platform