Zinal Prajapati

About Zinal Prajapati

With over six years of industry experience, I have consistently advanced across various…

Experience

1. Senior Software Engineer

   Wipro

   Aug 2021 — Present · IN

   PyTorch Deep Learning Operator Validation ( Gaudi, Gaudi2 & Gaudi3)– Testing Framework Optimization: Implemented optimizations within the testing framework to eliminate duplicatetests from both promotion and CI pipelines, significantly improving testing efficiency.– PyTorch Development: Enhanced the system’s functionality and robustness by introducing several crucial new Py‑Torch operators and maintaining existing operators.– Nightly Regression Testing: Expanded nightly tests to incorporate profiling tests, increasing the comprehensivenessand effectiveness of the testing framework.– Process Automation: Automated several steps of the nightly analysis process with Python scripts, resulting in signifi‑cant time savings of 4‑6 hours per week.– Bug Fixing and Reporting: Identified and resolved a critical CSV file creation issue in the report generator script. Raisedover 500 Jira tickets for new bugs, including mismatch and graph compilation errors, facilitating swift resolution.– Automation Improvements: Developed a configuration file to automate the addition of epic links and watcher lists inthe Jira script, streamlining project management processes.– Performance Testing with PyTorch Profiler: Utilized the PyTorch Profiler to introduce performance testing withinour framework, effectively identifying bottlenecks and avoiding performance regressions in PyTorch operations. Thisproactive approach ensured that new implementations did not degrade system performance, maintaining the integrityand efficiency of our testing processes.– Tools and Technologies: Python, PyTorch, Pytest, Jira, Jenkins, Docker, Kubernetes, Functional/Unit Testing, Integra‑tion testing, Regression Testing