Working as Software developer on project ranging from customer support to user support

Software Developer

Working as both Software and Data Engineer
-  Lead a project to support new data type in DataRobot which includes detection, preprocessing, modelling and insights.
- Mentored and work in a team of 2 to build an Automated Analysis Dashboard for feature monitoring.
- Added support for low latency prediction and Batch Prediction for feature engineering project over deployed models.
- Improve batch prediction speed using Binary search and caching
- Support for running different kinds of separate module as Mesh

Software Engineering Projects:
- Wrote Spark Scala UDFs and UDAFs to generate feature from data.
- Added support to perform the different types of prediction over deployed models
- Worked on adding support to allow changing dataset at the time of predictions.

CI/CD and Automation Projects:
     - Set up the Jenkins pipelines for Automated Feature Engineer project.
     - Automate flow of testing new changes on a pull request

Backend/ API Designing Projects:
  - Designing E2E APIs for Feature Engineering Project
  - Worked on supporting APIs into the python package

Senior Data Engineer

- Automated the flow of creating analytics reports by analyzing the sensors data. The work includes code optimization and data analysis. Achieved a reduction in data analysis time of 50% by optimizing the algorithms.

- Worked on designing (National Science Experiment) NSE backend. The work included designing a solution to retrieve and store the data accumulated by thousands of sensor devices.

- Offered the technical support by looking at the back end of NSE and troubleshooting queries.

- Worked on Research study which includes examines the relationships between public spaces, environment and subjective well-being. Did the data cleaning, analysis and visualization. One of the co-authors of this research paper.

- Developed a python application for creating the network of the city using its shapefile which allows to perform network analytics. Reduced the manual work which was done earlier on QGIS or Network analysis tools. The code is on Github.

- Worked on analyzing the factor which influences the choice of transportation mode using machine learning and choice models. One of the co-authors of the research paper.

- Worked on performing data analytics on data collected by Empatica E4 device for finding feelings of a person in different scenarios using machine learning models.

Research Engineer

- Worked on policy creation and pricing for particular life­time. Created lifetime service using quartz scheduler which does pricing for a span of time (Continuous/ Weekly, Monthly)). Used Quartz scheduler​ library in JAVA.

- Designed and solution propagate module of pricing. Module work is to propagate prices to external services, Kafka and writing to MySQL. Handled deadlock cases, transactional insert and thread safety in MySQL. Apache Storm​ was used for this module.

- Integrated Confd​ Services in services for easy modification of configuration during runtime of service in user path services.

- Migrated the services to the new cloud and changed its packaging, created migration plans of each service.

- Integrated new Features like OOR and BIR ​in user path service, handling of Aerospike Generation error.

Personal details

Garvit B.

Summary

Technical skills

Work Experience