Sumit Soni

Worked on the pre-processing and post-processing scripts for NLP based ETL pipeline using python. Improved the efficiency of scripts by implementing Spark for the data frames related microservices.

Developed APIs integrated with AI/ Neural-Networks pipeline with Django REST. Created python tasks/pipelines with Redis and Docker to extract data from AI models and transform the data for APIs integration to separate CPU and GPU pre-processing and post-processing. Minimized timeout issues of APIs to 50% by developing APIs with background task scheduler and crons for processing. Worked on the database-schemas to improve the time and space complexity. Used TimescaleDB to make databases more efficient in real time analysis upto 40%. Designed and developed rest endpoints for multiple enterprise web-applications.

Worked with JSON based REST Web services. Developed Views and Templates with Django view, controller and template language to create a user-friendly website interface. Designed and developed an end-to-end enterprise web app for email marketing using Django, Javascript, HTML and Postgres. Configured the Django admin site, dashboard and created a custom Django dashboard for end users with custom look and feel.