Experience

• 

  Holidayiq.com

  Nov 2018 - Jan 2019

  Software development intern

  Developed a framework to create Content Management Systems on the fly to maintain third partydatabases using Ruby on Rails.

• 

  Siemens healthineers

  May 2019 - Aug 2019

  Deep learning intern

  Trained deep learning YOLOv3 model for detection of Siemens Multistix 10SG Reagent Strip involving data gathering and data annotation.Processing the image for recognition of various medical conditions by analysing the color change in respective reagent segments.Deploying a flask app in a linux based docker image.Framework used:- Darknet.

• 

  Siemens healthineers

  Jul 2020 - Nov 2024

  Designed and developed analytics platform solutions to serve machine data for Diagnostics Department using DatabricksDesign the data ingestion pipeline receiving data on a scale of 500 million records per dayPerformed data quality checks and data testingBuild dashboard for monitoring pipelines and missing files in landing zone for Production. Creating triggers for anomalydetectionCollaborated with analysts and other stakeholders to understand data needs and requirements.Experience in engineering large-scale systems in a product environment and writing complex queries Show less Worked on several projects to enable Digitalization of Healthcare services including”Covid Home Self-test Kit”, urinalysis mobile appProcessing the image to be fed to the algorithms for making callouts. Checking theimage quality and validity.Training of the algorithm responsible for making callouts (Accuracy - 95 percent).Involved in experiment design, hypothesis testing, prototype development and finalproduct deliveryDesigning the backend services involving implementation of API Gateway, AzureFunctions, REST APIs, containerization of micro-services using docker in serverlessarchitectureSpearheading development of MLOps pipeline from scratch Show less

  • Senior Data Engineer

    Nov 2021 - Nov 2024

  • Engineer - Design and Development

    Jul 2020 - Nov 2021
• 

  Visa

  Nov 2024 - now

  Senior data engineer