Eitan M. Peles
I build AI agents that test software autonomously.
Sr QA Engineer · SDET · AI Automation · 18+ years
About
With 18+ years in software development and QA, I specialize in AI-driven test automation and building autonomous testing systems. I sit at the intersection of LLM engineering and software quality — designing agents that interpret natural language, generate test scripts, self-heal selectors, and triage bugs semantically. My goal is not just testing software, but building systems that make testing intelligent.
Core Competencies
Work Experience
Senior QA Engineer responsible for proposing and implementing innovative AI-assisted automation strategies for a Three.js canvas-based product.
- Built an automated QA triage system processing bug reports, validating content using AI, detecting duplicates via semantic embeddings, and generating structured issue records
- Designed and implemented CI/CD pipelines to automate performance testing workflows with automated post-deployment execution and on-demand runs
- Built an automated ETL pipeline using AWS Lambda and S3 to transform performance test data from XML to Parquet, enabling real-time analytics via Amazon Athena
- Developed LLM-based visual validation strategies to replace pixel-comparison tools for complex canvas interactions
QA responsible for building an AI-powered automation agent with Azure OpenAI and Playwright MCP.
- Designed and deployed a custom AI automation agent leveraging Azure OpenAI + Playwright MCP capable of interpreting natural language commands, triggering tests, suggesting selectors, and dynamically modifying test scripts in real time
- Built and optimized Playwright test automation with storage state for faster logins, parallel execution on BrowserStack, smart retries, and enhanced error handling — significantly reducing flakiness and execution time
- Developed and maintained UI and data validation using Playwright with TypeScript
- Executed API validations using Postman · CI/CD via GitLab · Test cases in TestRail
- Actively participated in Agile ceremonies with project management via Jira
QA Team Leader for a global provider of AI-driven personalization for Financial Services. Led a team of 2 QAs.
- Automation tests on Cypress and JavaScript; API tests on Postman
- Mobile tests on Android Studio and Xcode
- DB tests on Oracle, MySQL, PostgreSQL and MS-SQL
- Backend tests on Linux; CI/CD with Jenkins
Sole QA Analyst at a startup — built QA processes from scratch for a web app integrating Oracle Forms and EBS systems.
- Automation with Selenium + Python; API tests via Postman; DB tests on Oracle
4th level technical support; SQL queries across Oracle, SQL Server, REST API, Excel and SharePoint; built customized enterprise glossaries.
Projects
AI-powered civilization simulator. Rust physics engine (stellar evolution, Dyson Sphere detection, Drake Equation) + React + Three.js 3D galaxy map + Claude AI narratives. Based on real astrophysics formulas.
Relativistic time dilation simulator. Set your speed (up to 99.99% of light), pick a destination, and watch time diverge between your ship and Earth. Lorentz transformation, length contraction, AI historical narrative.