Machine Learning

Building Predictive Models to Improve Debt Collection Process

Key Details Increased revenue 2x times due to improved customer segmentation. Challenge Improve debt collection effectiveness with the help of predictive analytics Solution A machine learning model for predicting the probability of promise to pay Technologies and tools Python data analysis ecosystem, VPN Checkpoint, SQL Server, Lightgbm package Client The Client is a debt collection … Read more

Building an Activity Recognition Model Using Accelerometer Signal

Key Details Improved accuracy of an activity recognition model by 48%. Challenge Predicting tense moments in basketball games Solution Activity recognition model Technologies and tools Python Client An international IoT company that provides new kinds of experiences to audiences at concerts and sporting events. Challenge: predicting tense moments in basketball games ESSID Solutions client needed … Read more

Building a Movie Recommendation Engine for Smart TV App

Key Details Improved movie recommendation function by 25%. Challenge Deliver fresh personalized recommendations to every user Solution Custom recommendation engine powered by machine learning Technologies and tools Python, SQL; Spark, Nginx, Flask-API, PostgreSQL, Spark Parquet Client The Client operates in the Smart TV digital home entertainment market. It’s a leading premium video-on-demand service, which allows … Read more

Customer Churn Prediction Software for Online Sports Betting Company

Key Details A 20% higher customer retention rate within the 1st three months after deployment. Challenge Reduce customer churn on a betting platform Solution Customer churn prediction software Technologies and tools Python Client Sports betting company that stands out among other online bookmakers as a reliable company that strives to create a long-term association with … Read more

Helping a Leading Game Developer Automate Customer Feedback Analysis

Key Details Reduction of costs and time spent on manual topic retrieval & classification. Challenge Costly and time consuming customer feedback analysis Solution Automated review collection and analysis Technologies and tools Python, Kafka, Elasticsearch, Celery Client Wargaming is an international game developer and publisher with an audience of over 150 million. Challenge: time-consuming customer feedback … Read more

Influencer Marketing Software from Scratch

Key Details Custom influencer marketing analytics platform with 91% accuracy of influencer behavior prediction. Challenge Develop a custom analytics-based influencer marketing platform Solution PA and NLP models for influencer analytics Technologies and tools Machine Learning, Predictive Analytics, NLP; backend development – .NET frontend development – Angular Client The client is a digital marketing agency based … Read more