Jimit Mehta

Experience

1. Senior Big Data Developer and Scientist

   Brierley A Capillary Services Company

   Sep 2021 — Present · US

   Implemented Personalized Recommendations and comprehensive risk management program to minimize risks and loss for a clothing retailer in Python, recommendations led to increased customer satisfaction. • Applied Association Rule mining on a large customer data using SparkML to discover patterns for products which are bought together, results pushed to customers by campaigns which helped increase in sales by 10%. • Extracted and analyzed transactional data to identify the time when people often make purchases, number of items each member buys and top 10 purchased items using Scala Script to derive actionable insights. • Conducted in-depth compliance and credit risk analysis for ecommerce financial data to ensure regulations and recommended risk ratings to improved operations and minimized risk exposure. • Designed and Implemented web microservice to collect data from Spark, convert data in JSON format into Avro then feed into Kafka and land data in Snowflake on AWS. • Designed Rest API using Scala, which makes data stored in Snowflake accessible to the different target systems as well as Tableau / D3 visualizations. • Developed tier calibrator tool using time series statistical model in Spark to observe member migration and threshold with most incremental points by stimulating new program which could increase revenue by 25%. • Implemented Sales Diagnostic Tool in Python using Pandas and NumPy libraries to get quick to market insight and recommend multiple modules to bring actionable insights to the company’s marketing efforts. • Developed Docker images for spark applications and used Jenkins pipelines to build, deploy and test spark jars on Kubernetes cluster which reduced deployment timeline to production by 30%. • Built event-driven data pipeline in Scala that gathers high volume and velocity data in terabyte from Spark to Snowflake DB.

Education

• Kj Somaiya Coe

  Bachelor’s Degree, Electronics and Communications Engineering

  2011 — 2015

• Swami vivekananda College of Science

  Information Technology

  2009 — 2011

• The University of Texas at Dallas

  Master of Science - MS, ITM

  2017 — 2019