Deeksha Sethi

AI & Platform Engineering Machine Learning & Observability Automation Frameworks & Quality Engineering

Roles Held

• AI Automation Engineer | Feb 2026 – Present
• QA Manager | May 2024 – Jan 2026
• QA Engineer | September 2019 – April 2024

• Designed and developed a scalable BDD-based self-healing automation framework using Python and Playwright, enabling intelligent locator recovery and reducing flaky test failures.
• Built a custom AI agent that converts functional test cases into executable BDD Feature files, accelerating automation development.
• Leveraged Generative AI to assist with test design, documentation, root cause analysis, and engineering workflows.
• Utilized Model Context Protocol (MCP) servers to securely integrate AI assistants with engineering tools and project context.

• Designed and implemented an Elasticsearch Machine Learning–based anomaly detection solution to proactively identify abnormal API latency and production issues.
• Validated anomaly detection models using production trends, simulated spikes, and real incident datasets.
• Delivered AI-generated operational summaries and intelligent alerts that improved incident triage and reduced MTTR.

• Architected scalable automation frameworks for UI, API, system, and integration testing with CI/CD integration.
• Built centralized YAML-based locator repositories with intelligent fallback mechanisms and automated healing strategies.
• Developed reusable framework components, execution dashboards, and reporting capabilities to improve framework maintainability and visibility.
• Performed code reviews, established automation standards, and mentored engineers on framework development and Agile practices.
• Led test strategy, defect triage, root cause analysis, and release validation for enterprise networking and cloud solutions.

• Developed UI automation framework that improved testing efficiency for application's UI elements, ensuring robust quality assurance.
• Developed UI automation framework to enhance testing of application's UI elements, ensuring robust quality assurance.
• Developed a regression suite to ensure existing functionality is not broken after changes.
• Gathered customer requirements and created customized testing frameworks that directly addressed specific needs.
• Presented proof of concept to customers, showcasing tailored solutions that aligned with their specific requirements.

• Automated regression tests, streamlining testing process and improving test coverage.
• Developed and executed test plans and cases, ensuring product quality and usability.
• Executed manual tests to identify defects, providing timely feedback to development team.
• Identified and documented software requirements and user stories for testing purposes.

• GPA: 3.72 CGPA out of 4

• Graduated with First Honors.