Shreenath Omar

About Shreenath Omar

AI-Driven Test Architect & Quality Engineering Lead with 12+ years of experience delivering end-to-end quality engineering, intelligent automation, and predictive release intelligence for large-scale enterprise platforms.I specialize in Agentic AI, ML/NLP-driven QA analytics, and data-driven Go/No-Go decisioning, helping organizations transform QA from a validation function into a strategic engineering enabler. My work spans automation, microservices testing, Kafka streaming validation, cloud-native platforms, and Agile/SAFe delivery.Backed by a Post Graduate Program in Artificial Intelligence & Machine Learning from BITS Pilani, I apply AI/ML techniques to real-world QA challenges, including:Predictive release readiness models with 95%+ accuracyNLP-based UAT email analytics for actionable insightsScalable QA data pipelines across Jira, Zephyr, Kafka, and CI/CD ecosystemsI have led global QA initiatives across multiple geographies, consistently reducing defect leakage, accelerating release cycles, and improving release confidence.Core Expertise: Agentic AI in QA | Predictive Quality | Intelligent Test Automation | Test Architecture | Release Intelligence | Agile/SAFe Leadership

Experience

1. Ai Quality Engineering Lead Agentic Ai & Predictive Release Intelligence

   Infosys

   Oct 2024 — Present · Pune, IN

   Key Roles & Responsibilities-• Accountable for end-to-end testing delivery across multiple commercial insurance projects. • Develop and execute test strategies, test plans and test scenarios aligned with business objectives. • Perform EDA, data preprocessing and feature engineering using Python & related libraries. • Develop machine learning pipelines to predict insurance premium using linear regression model. • Design AI-Powered solution to automate Go/No release decision and generate test summary report. • Develop claims amount prediction model to improve contract issuance and Claims disbursement. • Define and manage testing scope and coverage tailored for each release or hotfix cycle. • Lead and inspire a high-performing QA team to deliver exceptional quality and project success. • Participate in requirement analysis and test effort estimation for new initiatives and change requests. • Drive E2E functional and data validation testing for commercial insurance products and workflows. • Collaborate with PM/PO and developers to analyze, troubleshoot, and resolve production issues. • Improve data collection subsystems to ensure better automation readiness and traceability. • Provide training and guidance to junior quality engineers for continuous capability building.

Education

• Dr. A.P.J. Abdul Kalam Technical University (AKTU), Lucknow

  Bachelor of Technology, Information Technology

• Birla Institute of Technology and Science, Pilani

  Post Graduate Certificate Program, Artificial Intelligence & Machine Learning

Skills

• Javascript
• Html
• Jquery
• Software Development
• Css
• Php
• Sql
• C++
• Dreamviewer
• Cakephp
• Winscp
• Putty
• Soapui
• Vba
• Web Service Testing
• Data Synchronization
• Manual Testing
• User Acceptance Testing
• System Integration Testing
• Regression Testing
• Smoke Testing
• Selenium
• Test Automation
• Functional Testing
• Selenium Webdriver
• Core Java
• Uipatg Studio
• J Meter
• Jira
• Hp Application Lifecycle Management
• Hp Quicktest Professional (Qtp)
• Test Planning
• Dashboard Metrics
• Advance Excel
• Testng