Yash Rawani
Milpitas,CA
Summary
Data Engineer with specialized cloud data processing, cybersecurity, and AWS expertise. Proficient in Python and Spark, I focus on optimizing data workflows and implementing real-time and batch data transformations. My skills extend to developing and maintaining machine learning models to enhance cybersecurity. Committed to best practices in CI/CD, I integrate advanced machine learning with cloud data processing for impactful engineering solutions.
Overview
6
6
years of professional experience
Work History
Data Engineer
RingCentral, Inc.
Belmont, CA
05.2019 - Current
- Developed Spark-based data pipelines for enhanced cloud processing and cybersecurity applications, utilizing AWS Cloud services for scalability.
- Implemented cost-effective, scalable cloud solutions using Spark on AWS, efficiently processing millions of events daily.
- Performed complex data transformations in Spark for both real-time and batch datasets, reducing redundancy and minimizing transformation overhead.
- Implemented best practices in monitoring and observability with Spark pipelines, ensuring high performance and reliability, integrated with Docker and Kubernetes for optimal deployment.
- Contributed to ML projects by leveraging Spark for advanced data processing and research, enhanced with AWS Cloud capabilities.
- Led a project to enhance feedback processing by extracting client survey responses from Hadoop using Python, improving data accessibility.
- Streamlined team efficiency by 30% by integrating customer feedback data from Elastic search into Google Sheets, facilitating quicker issue resolution.
Data Engineer Intern
RingCentral, Inc.
Belmont, CA
06.2018 - 04.2019
- Spearheaded the SRDS project, creating critical Tableau reports for the VP of Operations, revealing MRR trends from RingCentral products, and tracking customer engagement through request influxes and response timings.
- Achieved 100% resolution of ad-hoc customer inquiries about security frameworks, bolstering RingCentral's dedication to advanced cybersecurity practices.
- Automated AWS API key management using Python; designed a script to retrieve developer keys and enhance security protocols.
- Streamlined compliance by integrating JIRA API for auto-generation of tickets, prompting developers for key renewal and changes.
- Engineered Tableau dashboards to identify aging developer API keys, effectively mitigating associated security risks.
Education
Master of Science - Information Technology and Management
Illinois Institute of Technology
12.2018
Bachelor of Science - Information Technology
University of Mumbai
06.2016
Skills
- Python, Spark, AWS, Kafka, Google Cloud,
- SQL, Hadoop, Tableau, Docker, Kubernetes
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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