Scalæ By the Bay has ended
Back To Schedule
Sunday, November 13 • 1:40pm - 2:00pm
Telco Fraud Detection in Kamanja

Sign up or log in to save this to your schedule, view media, leave feedback and see who's attending!

A telco company that covers South America has been having two pain points: 1) a specific type of fraud which is annoying customers and is costly, and 2) long reporting latencies that are strangling daily business decisions.  The solution, currently under development, involves Kamanja to clean and enrich 20 data sources, with 10-50 feeds / source and 50-1,000 fields / feed (including the implementation of the fraud detection logic). Kamanja written in Scala, and is an open-source real time decisioning engine. See www.Kamanja.org. Other systems in the solution stack include: Kafka, Kerberos, Zookeeper, HDFS, Parquet and HBase.

avatar for Greg Makowski

Greg Makowski

Director of Data Science, Ligadata
I have been deploying data mining models since 1992. My most recent vertical focus has been around financial services and security, using Kafka, Kamanja, R, MLlib and StanfordNLP. See also www.Ligadata.com

Sunday November 13, 2016 1:40pm - 2:00pm PST
Off by One