AI QUALITY ENGINEERING & AUTOMATION ARCHITECT

Building
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Automation Solutions

Turning fragile test suites into fast, self-aware quality systems.

For teams that need automation to be faster, calmer, and easier to trust.

I design Python automation frameworks, local AI testing tools, and reliability systems that cut flakiness, shorten release cycles, and make quality engineering feel effortless.

Behind the Code

I help teams evolve test automation into Intelligent Quality Engineering: Python-first systems, local AI assistance, visual validation, and browser automation that can survive real product change.

If your regression suite is slow, flaky, blocked by modern UIs, or hard to explain to stakeholders, this is where it gets unstuck.

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

Learn more about me →
Dhiraj Das
🔬 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

Ten years turning repetitive testing work into fast, observable, maintainable automation systems.

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

Career Timeline

Automation Solutions Architect

Present

Architecting intelligent automation platforms, mobile cloud execution, and AI-assisted testing workflows for product and enterprise teams.

Cut maintenance overhead by 30% through smarter locator, wait, and reporting systems

  • ▹ 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

Built and stabilized large web, API, and mobile automation programs across high-pressure delivery environments.

Reduced flaky 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

Built the foundations: reliable Selenium suites, CI integration, maintainable test design, and close QA-engineering collaboration.

Compressed manual regression 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

Pick the pain: flaky CI, Cloudflare walls, login overhead, visual drift, or GenAI UIs. I build tools for the places normal automation breaks.

Systems That Remove Friction

A portfolio of practical automation products: fewer flaky tests, faster feedback, safer AI testing, stronger reporting, and less repetitive work.

🔧
pytest-why
Teams triaging complex pytest and CI failures

A pytest plugin that turns raw failures into concise, actionable engineering guidance while preserving the complete traceback in shareable Markdown and standalone HTML reports.

PythonPyPIpytest
🔧
Local AI WhatsApp Assistant
Appointment- and lead-driven small businesses

A local-first AI front desk for small businesses that answers approved FAQs, captures qualified leads, validates booking requests, and keeps every customer outcome under owner control.

PythonFastAPIGemini
🔧
pytest-mockllm
Teams testing LLM-powered applications

A pytest plugin for mocking LLM API calls with true async support, professional tokenization (tiktoken), PII redaction, and chaos engineering capabilities. Enables fast, reliable, and secure testing of AI applications.

PythonPyPILLM
🔧
Project Vandal
Teams validating automation suite resilience

A runtime UI mutation testing engine for Playwright that sabotages the live DOM during test execution. It verifies that automation suites are truly capable of detecting regressions by quantifying the 'Kill Ratio' of your tests.

PythonPlaywrightPyPI
🎯
Waitless
Teams battling flaky CI pipelines

A Python library that eliminates flaky UI automation tests by replacing arbitrary waits with intelligent stability detection. Monitors DOM mutations, network requests, CSS animations, and layout shifts.

PythonSeleniumPyPI
🕵️
SB Stealth Wrapper
Testing behind Cloudflare/Turnstile

A specialized Python library designed to abstract the complexities of advanced web automation and bot evasion.

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...

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Build Something Faster

Have a flaky suite, a slow release gate, or an automation idea that needs architecture? Send the problem. I will help turn it into a clean, fast, maintainable system.