~/about

About

I work as an AI Engineer at Vialto Partners, setting up harnesses, LLMs and evals. I came to AI engineering through testing: as an AI-first Lead SDET I built intelligent, self-healing automation ecosystems, using LLM evaluation, RAG-based testing and AI tools such as Playwright MCP, Appium AI and generative models to 10x test coverage and release velocity.

At Ultrahuman I architected and owned the end-to-end QA automation ecosystem as a solo SDET, with AI at every layer: test generation, data simulation, intelligent mobile automation and LLM evaluation. Before that, at Disney+ Hotstar, I led a team of 5 engineers on the Player & Consumption squad, responsible for streaming quality for 28M+ concurrent users during peak live events. Earlier I drove automation for a WebRTC-based conferencing SDK at 100ms, and worked in the DNA Center Network Management and Automation team at Cisco.

I am passionate about pushing the boundary of what automated quality engineering can achieve in an AI-driven product environment.

based in
Bengaluru, India
speaks
English, Hindi
interests
Movie making, Chess, Volleyball, Travel

Skills

AI engineering and evaluation

  • LLM harnesses
  • LLM and RAG evals
  • AI-augmented testing
  • AI coding
  • AI in day-to-day work

Automation

  • UI automation
  • Backend automation
  • Mobile automation
  • API automation
  • Performance and load testing

Tools and frameworks

  • Playwright
  • Playwright MCP
  • Appium
  • Selenium
  • Espresso
  • Karate
  • REST Assured
  • JMeter
  • Docker
  • Grafana
  • Prometheus
  • Charles Proxy

Languages

  • Java
  • Python
  • JavaScript
  • TypeScript

Domain experience

  • Health monitoring devices
  • Smart ring hardware
  • OTT platforms
  • Video on demand
  • Live content
  • Video conferencing