Fayrix
Offshore software development
Fayrix offers world class custom software development services with 15 years of experience and talented team of 1500+ IT professionals including 700+ developers. The company is ready to execute projects of any scale. Our R&D is majorly centers located in Eastern Europe IT hubs.
Contact Information
Tel Aviv, Tel Aviv 4673304 Israel
PREDICTING CUSTOMER BANK CARD OPERATIONS Visit Website
Timeline: 12 weeks Amount: 1,00,001 to 5,00,000
THE OBJECTIVE: •To increase sales through relevant personal offers. •To improve loyalty through decreasing irrelevant personal offers. THE GOAL: To develop prediction algorithms: • of total customer spending for the next 30 days for each service/product category • of individual customer spending in the next month for each service/product category SOURCE DATA: •7 mln card transactions by 15K customers, 184 categories of services/products RESULT •For Goal 1, an ensemble of models was a solution:time series prediction, linearregression, decision trees •For Goal 2, we built a model based on statistics for prior periods and extended statistics on various combination of attributes
Portfolio
PREDICTING RELEVANCY OF PRODUCTS IN SEARCH RESULTS TO SEARCH QUERY
Education, Social, Finance, Startups, Real Estate, Healthcare, Telecom, Consumer , Retail, Logistics, Information Technology, Business Services
1,00,001 to 5,00,000
12
ESTIMATING PROBABILITY OF CUSTOMER RESPONSE TO PRODUCT OFFER (WEBSITE CONVERSION)
1,00,001 to 5,00,000
14
