Yash Rawani
Milpitas,USA
Summary
Experienced Data Engineer with expertise in cloud data processing, AWS, and Python. Skilled in optimizing data workflows, implementing real-time and batch transformations, and enhancing machine learning models to drive robust outcomes.
Overview
6
6
years of professional experience
Work History
Data Engineer
RingCentral, Inc.
Belmont, USA
05.2019 - Current
- Developed and optimized Python and Kafka-based scalable data pipelines, resulting in increased data processing efficiency and empowering advanced analytics.
- Implemented cost-effective, scalable Apache Spark cloud solutions on AWS to efficiently process millions of daily events
- Simplified complex data conversions in Airflow for both real-time and batched datasets, thereby eliminating duplication and minimizing transformation overhead.
- Developed and implemented intricate SQL queries on sizable datasets, increasing analytical frameworks and facilitating enhanced data-driven insights for business strategies
- Leveraged AWS Cloud capabilities to enhance data processing and research for ML projects
- Spearheaded an initiative to utilize Python in extracting client survey responses from Hadoop, resulting in improved feedback processing and enhanced data accessibility
- Fostered quicker issue resolution by integrating customer feedback data from Elastic search into Google Sheets, leading to a significant boost of 30% in team efficiency.
Data Engineer Intern
RingCentral, Inc.
Belmont, USA
06.2018 - 04.2019
- Spearheaded Customer Reports Distribution System project, creating critical Tableau reports for the VP of Operations, revealing monthly recurring revenue trends from RingCentral products, and tracking customer engagement through request influxes and response timings
- Resolved 90% of ad-hoc customer inquiries concerning security frameworks, reinforcing RingCentral's commitment to advanced cybersecurity practices
- Enabled efficient retrieval of developer keys while improving security protocols by automating AWS API key management using Python
- Developed Tableau dashboards to streamline security and compliance by tracking aging API keys.
Education
Master of Science - Information Technology and Management
Illinois Institute of Technology
Chicago, IL12.2018
Bachelor of Science - Information Technology
University of Mumbai
Mumbai, India06.2016
Skills
- Python
- AWS
- Kafka
- SQL
- Hadoop
- Docker
- Kubernetes
- Elastic
- Airflow
- Databricks
Timeline
Data Engineer
RingCentral, Inc.
05.2019 - Current
Data Engineer Intern
RingCentral, Inc.
06.2018 - 04.2019
Master of Science - Information Technology and Management
Illinois Institute of Technology
Bachelor of Science - Information Technology
University of Mumbai
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