/about

About.

Anmol · QA Automation Engineer / SDET · 2.5 years · Delhi, India. Open to QA / SDET / AI-QA-Engineer roles at AI-first companies · open to relocation (Pan India).

Now

QA Engineer at Lotusflare Technologies, working on Smartless Mobile — a T-Mobile US MVNE on a cloud-native, CMS-driven e-commerce stack. I designed the Playwright/TypeScript framework here — Page Object Model, BDD, reusable browser utilities, fixtures, test-data factories, and custom reporting — and led the Selenium → Playwright migration, cutting weekly regression 3 days → 1 day (≈3× faster) with 500+ deterministic pre-prod and prod smoke tests. Beyond that I focus on AI-augmented test infrastructure: agents on MCP, LLM evaluation, multimodal ticket triage, and deterministic smoke testing across pre-prod and prod.

Before

Automation Test Engineer at L&T Technology Services on the T-Mobile US program. Led a 6-engineer QA pod across iOS, Android, and Web for two MVNE clients: Smartless Mobile and Roccstar Wireless. Built and shipped a multi-model self-healing Appium framework that ran in production, later centralized behind a Flask + SQLite service so the locator cache and telemetry were shared across the pod.

OSS → BSS

My two stops trace the telecom stack end-to-end. At L&T Technology Services I started on the OSS side — network testing for the T-Mobile program — and contributed to the architecture of an internal proprietary platform (IA tool) that combined a device farm with a network-testing harness. Alongside it I drove cross-vendor coverage with Perfecto, Katalon Studio, Applitools, and an in-house Appium device farm.

The role bled into infra: I stood up Citrix XenDesktop servers, opened up remote access through FortiGate firewalls, and helped land the T-Mobile client lab for network plus UI/API testing. The IT-adjacent work was where I learned that a reliable test signal is mostly a reliable lab.

At Lotusflare I moved to the BSS side — commerce, catalog, ordering, and the cloud-native CMS layer that sits in front of the network. Same customer (T-Mobile US, via Smartless Mobile), opposite end of the stack. Owning both sides is what makes the end-to-end story coherent for me: I have seen the packet path and the checkout funnel for the same SIM.

Working surface

AI for QA — MCP (Playwright, ADB, GitHub Copilot org-wide, JAM, Mailosaur, Selenium) · Codex · ChatGPT Enterprise · Gemini 3 multimodal · Browser Use · Computer Use · agent design · multi-agent systems · LangChain · LangGraph · n8n · OpenAI SDK · Claude SDK · Google GenAI · RAG · embeddings · ChromaDB / vector DB · AI Skills · LLM evaluation (DeepEval, PromptFoo, LLM-as-a-Judge) · AI security hooks

Automation — Playwright (TS/JS/Java) · Cypress · Selenium (Java/Maven, Python) · Appium (iOS + Android, parallel) · pytest · Robot Framework · Cucumber · Katalon Studio · Perfecto · Maestro · JMeter · XCUITest · UIAutomator2 · Espresso · Reflect.run · self-healing locators · POM · Selenium Grid · Appium device farm · BrowserStack · LambdaTest · Power Automate · Google Scripts

API & reliability — Postman · Requests (Python) · AsyncIO · Flask · REST Assured · API contract testing · OpenAPI / Swagger · JSON / XML · proxy-based automation · service mocking · MITM hooks · payment & checkout flows (Stripe, PayPal) · geolocation flows (Google Maps) · visual regression · deterministic smoke

CI/CD & infra — Jenkins · GitHub Actions (self-hosted) · Azure DevOps · Docker · Tailscale · PostgreSQL · SQLite · XenServer · VMware · Linux troubleshooting

Observability & test mgmt — Victoria Logs · Sentry · OpenSearch · Lighthouse · CloudWatch · AWS (IAM, S3) · Jira · AIO · Xray · Zephyr · TestRail · TestNG · Allure

How I work

  • I default to building tools over heroics. If the same toil shows up twice, I write the thing that kills it.
  • I write things down. The 1,658-line test case writing guide that powers the AIO TCC skill started as a Notion doc.
  • I sit in the bug triage. I sit in the PM standup. QA is a cross-team function and the lift comes from sitting in the right rooms.
  • I prefer deterministic over clever. A boring suite that runs the same way every time beats a magical one that fails on Tuesdays.

Outside of work

I write on Medium (mostly QA/AI-evals/automation craft), read about test engineering culture, and tinker with internal tools for the QA team.

Education, certs & awards

  • B.Tech, Computer Science and Engineering · Lovely Professional University, Punjab · 2019 – 2023
  • Certified Ethical Hacker (CEH) · EC-Council · 2021 – 2024
  • Rising Star Award · L&T Technology Services, Bangalore · 2024 – 2025

Get in touch

// open the dev console and type whoami() for the short version