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About DKD Systems

The Team Behind the Quality

DKD Systems is led by Dipendra — a Senior SDET and QA Automation Architect with 5+ years of building the testing infrastructure that enterprise software runs on. Our journey spans semiconductor EDA tools at Keysight Technologies, healthcare analytics at VOLANSYS, and US healthcare SaaS at Radixweb.

Our core expertise is in Playwright + TypeScript — where we architect end-to-end frameworks with POM design, custom fixtures, API mocking, visual regression, and CI/CD-integrated parallel sharding. We don't just write tests; we build quality systems.

DKD Systems is at the frontier of AI-assisted quality engineering — using LLM-driven test generation, MCP workflows, and intelligent automation to give lean QA teams 10x leverage. Our research on AI-driven GUI automation has been published in peer-reviewed journals.

DKD Systems offers B2B global contracting with frictionless onboarding for international clients. Founded by Dipendra Dabhi — M.Tech from Nirma University. ISTQB + Anthropic certified. BrowserStack Breakpoint 2026 Global #1.

M.Tech
Computer Science
Nirma University
B.E.
Computer Engineering
L.J.I.E.T (GTU)

Framework Architect

Built production-grade Playwright + TypeScript frameworks from scratch, cutting regression cycles by 83% and enabling same-day release feedback.

AI-Augmented Testing

Leveraging Claude, GitHub Copilot, and MCP workflows to generate intelligent test suites and automate root cause analysis at scale.

Global Remote Delivery

Proven track record across US, EU, and APAC time zones, interfacing directly with distributed engineering and product teams.

Thought Leader

BrowserStack Breakpoint 2026 Global #1. Published researcher, technical author, and open-source contributor to the QA community.

// Engagement Model
B2B ContractFull-Time RemoteFractional QA ArchitectImmediate Start
DeelRemote.comWise / PayPalUSD / EUR / GBP
Industries

Proven Across Sectors

Quality engineering delivered across diverse industries — from regulated healthcare to high-growth SaaS.

SaaS

Multi-tenant platforms with 100K+ users, complex workflows, and continuous deployment.

Fintech

Payment systems, compliance testing, and high-security transaction flows.

Healthcare

HIPAA-compliant patient data systems, real-time analytics, and multi-hospital integrations.

E-commerce

Cart-to-checkout funnels, inventory sync, and high-traffic load resilience.

Enterprise Software

EDA semiconductor tools serving 50+ engineers across 4 countries.

AI Products

LLM-powered applications, model validation, and AI workflow testing.

B2B Platforms

API-first architectures, microservices testing, and partner integrations.

Differentiators

Why Companies Choose Me

Engineering leaders hire me for measurable business impact — not just test execution.

Framework Architecture

Production-grade POM frameworks with custom fixtures, parallel sharding, and CI/CD-ready infrastructure from day one.

Automation Leadership

Lead QA strategy across distributed teams, mentor engineers, and own quality roadmaps end-to-end.

Scalability

Frameworks that scale from 50 to 5,000+ tests without architectural rewrites or maintenance debt.

Maintainability

Clean, documented code with low flakiness, self-healing patterns, and easy onboarding for new team members.

Quality Strategy

Risk-based testing pyramid, shift-left practices, and DORA metrics that drive release confidence.

AI Adoption

LLM-powered test generation, MCP workflows, and intelligent automation that multiplies team output 10x.

Career

Experience Timeline

Five years building enterprise quality engineering across semiconductor EDA, healthcare analytics, and SaaS.

Current

Senior SDET / QA Automation Architect

Radixweb
Dec 2025 – Present
Ahmedabad, India (On-site)
US Healthcare SaaS · 100K+ Active Users
83%Regression runtime cut from 4 hrs → 45 min via Playwright sharding + GitHub Actions
95%Automated coverage of critical workflows via POM + risk-based testing pyramid
60%Flaky test elimination via locator redesign and advanced wait pattern enforcement
25%Coverage scale-up with zero headcount increase using MCP + LLM test generation
PlaywrightTypeScriptGitHub ActionsREST APIGraphQLDockerClaude

SDET Engineer

VOLANSYS Technologies (ACL Digital)
Jul 2024 – Nov 2025
Healthcare Data Analytics
Real-time Patient Data · Multi-hospital Systems
$200K+Annual cost savings by replacing manual QA with CI/CD automated suites
4xImprovement in release cadence — 8-day regression cycles reduced to weekly
99%+Release success rate across 20+ consecutive production deployments
35%Test maintenance overhead reduced via BDD Cucumber + Selenium framework
SeleniumCypressAppiumJenkinsDockerREST AssuredAllureGrafana

R&D Engineer – Test Automation

Keysight Technologies
May 2021 – Jul 2024
EDA Semiconductor Software
ADS, IC-CAP · 50+ Engineers across 4 Countries
20xExecution velocity via Eggplant AI — 7-day cycles compressed to daily builds
$2M+Production rollback cost prevented via JMeter + k6 performance suite
70%Reduction in org-wide manual testing via centralised Python + Jenkins infrastructure
50+Engineers enabled to run continuous testing across 3 product teams, 4 countries
Eggplant AIPythonJenkinsk6JMeterSeleniumGitHub Actions
Credentials

Certifications & Credentials

Industry-recognized certifications spanning test automation, AI engineering, and prompt engineering.

Research

Publications & Writing

Peer-Reviewed Research

GUI Testing using AI Automation Framework

Co-authored peer-reviewed research on AI-driven GUI test automation using Eggplant Functional and SenseTalk — leveraging visual feedback, widget detection, and GUI segmentation to improve automated test accuracy.

Explored continuous AI-driven testing workflows for automated GUI validation and end-to-end user journey simulation across complex enterprise UIs.

Eggplant AISenseTalkVisual FeedbackWidget DetectionGUI Segmentation
Dabhi, D., Ukani, V., Mehta, S. — GRENZE International Journal of Engineering and Technology (GIJET), Vol. 8, Issue 2, June 2022
View Published Paper
Technical Writing · Medium

Playwright Architecture at Scale: POM Patterns for Enterprise Teams

Automation Architecture
Coming soon

Eliminating Flaky Tests: A Systematic Locator Strategy Guide

Test Reliability
Coming soon

AI-Assisted Test Generation with Claude API and MCP

AI Testing
Coming soon

DORA Metrics for QA: Measuring Engineering Quality at Speed

Quality Engineering
Coming soon
For Recruiters

Why Companies Trust DKD Systems

Senior-level QA engineering talent with enterprise delivery, AI expertise, and immediate availability.

Technical Leadership

Architect-level framework design with proven delivery across 3 enterprise organizations.

Quality Engineering

Not a manual tester — a quality systems builder who reduces cost and accelerates releases.

Automation Architecture

Built frameworks from zero that cut regression by 83% and enabled daily deployments.

Consulting Experience

5+ years delivering across US, EU, and APAC time zones with zero onboarding friction.

Communication Skills

Direct interface with CTOs, VPs, and PMs. Async-first. Clear technical documentation.