AUTOMATION SOLUTIONS ARCHITECT

Building
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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 continuous improvement in testing.

⚡ Cut test maintenance overhead by 30% via intelligent quality engineering

  • ▹ Architecting adaptive test frameworks using Python.
  • ▹ 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-why
Teams triaging complex pytest and CI failures
PythonPyPIpytest
🔧
Local AI WhatsApp Assistant
Appointment- and lead-driven small businesses
PythonFastAPIGemini
🔧
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

Recent Insights

Latest thoughts on Automation, AI, and Engineering

June 28, 2026

Mixture of Agents, Explained Simply: How Hermes Uses Multiple Models

Hermes Agent's Mixture of Agents mode lets one agent ask multiple models, then use an aggregator model to combine the be...

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June 27, 2026

From Plain Text to Beautiful Timelines: Launching the Visual Flight Recorder

Terminal logs are hard to parse when debugging autonomous agent loops. We designed and built an interactive, local-first...

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June 21, 2026

From Passive Log-Reading to Active Stream-Tapping: Building a Local Flight Recorder for AI Agents

AI coding agents are fundamentally non-deterministic and fail silently. Learn how we upgraded Agent Blackbox from a retr...

Read Article

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.