Sonal is the founder, CEO at Nube Technologies (www.nubetech.co), a startup which makes tools for big data wrangling. Nube’s product Reifier is built on Apache Spark and leverages machine learning to fuzzily match near similar entities and records. Sonal is the lead architect and developer for Reifier which is used by enterprises to find duplicates, cleanse records and achieve a 360 view of data. Previously, she also open sourced HIHO for Hadoop ETL and Crux reporting for Hbase at Github. Besides hi tech, she enjoys reading and crafting. Sonal holds a BTech from IIT Delhi.