Virashree Patel

About Virashree Patel

I was motivated to explore big data and machine learning field because I realized how…

Experience

1. Data and Ml Engineer

   iHeartMedia

   Mar 2021 — Present

   Developed an application to monitor and execute machine learning models on a weekly basis using AWS Step Functions and Lambda Functions deployed with terraform • Created machine learning pipeline using docker compose, Codepipeline, ECS for executing ETL and data validation workload prior to model training and execution • Created template for CI/CD processes for all machine learning apps using terraform that will help to easily recreate CI/CD pipelines for all projects • Led the R&D efforts on AWS Sagemaker for utilizing it for R projects for real-time inference • Supported data scientists with issues on the AWS platform for executing their machine learning apps • Redesigned the mechanism to store and handle sensitive information using AWS Secret Manager • Improved on existing ETL processes to process large volumes of backfill data more efficiently

Skills

• Relationship Building
• Intercultural Communication
• Event Planning
• Public Speaking
• Teaching
• Field-Programmable Gate Arrays (Fpga)
• Teamwork
• Data Analysis
• Php
• Mathematics
• Microsoft Word
• C#
• Leadership Development
• Programming
• Statistics
• Project Management
• Verilog
• Time Management
• Critical Thinking
• Mysql
• Research
• C
• Electronics
• Organizational Commitment
• Microsoft Excel
• Python
• C++
• Team Management
• Microsoft Office
• Software Development
• Cultural Adaptation
• Matlab
• Leadership