Timeseries - Predictive maintainance system
Bangalore, India, 2017
- Implemented an unsupervised machine learning algorithm for time series data on Spark, HDFS, and MongoDB
- Engineered a real-time prediction model on Spark Streaming and Kafka, that scaled the performance by 100X
- Collaborated with a team of 3, developed a web interface to monitor and train the system using Python, AngularJS2