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Sit back and watch a quick guided tour of my site and latest work.

Latest Insights

Selenium Teleport v2.1.0: Enterprise-Grade Security for Browser State Management

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Waitless v1.0: The End of Flaky Tests Has Arrived

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AUTOMATION SOLUTIONS ARCHITECT

Building Intelligent
Automation Solutions

"Why do manual work when you can design systems that do it for you"

For QA leaders, SDETs, and CTOs in product and enterprise teams.

I specialize in creating robust automation frameworks, intelligent coding assistants, and efficient testing tools. Turning complex workflows into seamless automated processes.

Behind the Code

I specialize in evolving traditional test automation into Intelligent Quality Engineering—merging Python and Local LLMs to solve the frustrations of flaky tests, bot detection, and manual overhead.

If your regression suite is flaky, slow, or blocked by modern UIs—this is where you get unstuck.

"Powered by code, curiosity, and an unhealthy amount of coffee.|☕

Learn more about me →
Profile
🔬 Research Contribution

Co-Author of The TDCT Technique

Developed the Triangle-Density based Clustering Technique (TDCT), a novel density-based clustering method for spatial data analysis.

💡 See how this research shapes my current automation logic →

* Published in IOSR Journal of Computer Engineering (IOSR-JCE), Vol 3, Issue 6.

🎮 Interactive Game

Master Locator Strategies

Gamified learning experience to master XPath and CSS selectors. Solve puzzles, level up, and sharpen your automation skills.

📖 Free Resource

The Automation Architect's Playbook

A comprehensive guide to enterprise-grade test automation, authored by me. Master browser internals, eliminate flaky tests, and learn AI-powered testing.

🌌 Open Source Protocol

Starlight Protocol

Resilient browser automation through autonomous Sentinel coordination. A formal, open standard for building self-healing test systems.

⚡

Professional Journey

A decade of crafting robust automation solutions, leading teams, and driving efficiency across global enterprises.

10+
Years
Experience
~35%
Avg
Efficiency Boost
High
Impact
Cost Savings
7+
Years
Global Exp

Career Timeline

Automation Solutions Architect

Present

Leading the development of intelligent automation frameworks. Managing mobile cloud farms and driving AI integration in testing.

⚡ Cut test maintenance overhead by 60% via intelligent quality engineering

  • ▹ Architecting self-healing test frameworks using Python & AI.
  • ▹ Managing large-scale mobile device farms for parallel execution.
  • ▹ Mentoring team members and defining quality standards.
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Senior Automation Developer

7 Years

Extensive international experience working in a high-paced environment.

⚡ Reduced flaky test failures by 70% across 200+ test suites

  • ▹ Managed complex web, API, and mobile automation suites.
  • ▹ Worked with diverse tools like UFT, AutoIt, and QF Test.
  • ▹ Delivered critical automation solutions for major corporate clients.
  • ▹ Gained deep Airline Domain Expertise.
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Junior Automation Developer

3 Years

Foundation years building core automation skills and understanding enterprise testing workflows.

⚡ Cut manual regression time from 2 weeks to 3 days

  • ▹ Developed test scripts using Selenium WebDriver and Java.
  • ▹ Learned CI/CD integration and version control best practices.
  • ▹ Collaborated with QA teams on manual-to-automation transition.
  • ▹ Built foundational expertise in test design patterns.
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Tech Arsenal

Facing flaky CI, Cloudflare walls, login overhead, or GenAI UIs? Start with these:

Featured Projects

🔧
pytest-mockllm
Teams testing LLM-powered applications
PythonPyPILLM
🔧
Project Vandal
Teams validating automation suite resilience
PythonPlaywrightPyPI
🎯
Waitless
Teams battling flaky CI pipelines
PythonSeleniumPyPI
🕵️
SB Stealth Wrapper
Testing behind Cloudflare/Turnstile
PythonSeleniumBaseAutomation
🤖
Offline Automation Tester Coding Assistant
Secure/air-gapped environments
LLMLocal AIPython
🔍
Selector-scout
Complex DOM & dynamic elements
Web ScrapingDOM AnalysisTooling

Recent Insights

Latest thoughts on Automation, AI, and Engineering

December 22, 2025

Announcing pytest-mockllm v0.2.1: "True Fidelity"

A complete technical overhaul for LLM testing—true async support, professional tokenizers, PII redaction, and chaos engi...

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December 14, 2025

Why Your Selenium Tests Fail on AI Chatbots (And How to Fix It)

Traditional Selenium tests break on streaming AI interfaces. Learn how MutationObserver, semantic similarity, and TTFT m...

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December 13, 2025

Selenium Teleport: Skip Login Screens Forever

The 30-second solution to authentication in browser automation that actually works....

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Get In Touch

Interested in collaborating or have a question about my projects? Feel free to reach out. I'm always open to discussing new ideas and opportunities.