About | Sourav AI Labs

Who I Am

I am Sourav Singh, based in Bangalore, India, and currently working as a Lead SDET in the Payments Platform team at CRED. I focus on building high-trust engineering systems where release speed and product reliability must coexist.

I have 10+ years of hands-on experience across test architecture, CI quality strategy, automation platforms, and modern AI-assisted engineering workflows.

Current Focus

I am running a public 52-week GenAI testing journey to document what actually works in production-minded teams:

Test strategy for AI-enhanced product features
Practical quality gates for fast-moving pipelines
Reliable evaluation and feedback loops for LLM-based workflows
Weekly notes on experiments, wins, tradeoffs, and corrections

What This Brand Represents

Sourav AI Labs is where I publish practical ideas for teams and builders:

Quality engineering systems that scale with product complexity
AI testing and automation patterns grounded in real constraints
CI/CD, observability, and release governance playbooks
Candid write-ups from execution, not theory

How To Work With Me

If your team is modernizing testing, introducing AI workflows, or hardening release confidence, this site is the best place to start.

Read the latest blog posts for current thinking
Use the learning docs for deeper implementation guidance
Watch video breakdowns on YouTube for walkthrough-style learning

Find me here: