RISHABH AGARWAL
Noida
Summary
Advisory Software Engineer at Pitney Bowes with a proven track record in integrating machine learning models via AWS SageMaker, achieving a 90% reduction in deployment time. Expertise in containerization with Docker and Kubernetes, complemented by strong technical leadership and project management skills. Recognized as a Senior DevOps Engineer for enhancing productivity and efficiency in task execution, specializing in CI/CD, infrastructure as code, and cloud services management. Effective communicator and problem-solver, fostering collaboration between development and operations teams for successful project outcomes.
Overview
8
8
years of professional experience
Work History
Advisory Software Engineer
Pitney Bowes
Noida
05.2019 - Current
Constructed CI/CD workflows that automated model training and deployment, cutting time by ninety percent.
- Implemented monitoring and logging solutions to enhance model performance tracking.
- Led containerization efforts using Docker and Kubernetes for consistency across ML applications.
- Developed pipelines with GitLab CI and Terraform for various analytics projects on AWS Sagemaker.
- Collaborated with data scientists to create scalable MLOps pipelines for effective integration.
- Designed infrastructure as code (IaC) with Terraform, improving deployment consistency by fifty percent.
- Managed production environments ensuring optimal availability and performance.
Software Engineer
Enfystech
Bangalore
05.2017 - 04.2019
- Developed web interfaces utilizing Angular 4, HTML, and CSS for HopZop platform.
- Created mockups and wireframes for mobile interfaces to enhance user experience.
- Maintained and tested server-side APIs, ensuring optimal performance and functionality.
- Managed ITG and Production environments to support seamless operations.
Education
M. Tech - Algorithmics
Dhirubhai Ambani Institute of Information And Communication Technology
Ahmedabad, GJ, India2017
B. Tech - Computer Science
Poornima Institute of Engineering & Technology, (Rajasthan Technical University
Jaipur, RJ2013
Skills
- Cloud services expertise: AWS (SageMaker, S3, Lambda, SNS, EMR, Serverless)
- Container orchestration: Docker and Kubernetes
- Configuration tools: Ansible and Terraform
- Continuous integration/deployment: Jenkins and GitLab CI/CD
- Version control systems: Git and GitHub
- Monitoring solutions: CloudWatch
- Scripting languages: Python and Bash
- Software engineering: Python, SQL, Scikit-Learn, Angular
- MLOps frameworks
- Infrastructure automation
- Project oversight
- Database management: MySQL and SQL Server
- Leadership in technology
- Cross-platform solutions development
- Security protocols
Accomplishments
- Got Multiple Highest Awards In Pitney Bowes.
- Published research paper on Computing Theory Prime Implicates in Modal Logic in International Conference on Intelligent Systems Design and Applications (ISDA) conference in 2017 at New Delhi
- The Eye Writer Project Presented in International Conference on Advancement in Information Technology - ICAIT and Got First Prize.
Timeline
Advisory Software Engineer
Pitney Bowes
05.2019 - Current
Software Engineer
Enfystech
05.2017 - 04.2019
M. Tech - Algorithmics
Dhirubhai Ambani Institute of Information And Communication Technology
B. Tech - Computer Science
Poornima Institute of Engineering & Technology, (Rajasthan Technical University
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