Software quality / AI evaluation
Hi, I am Anvesh Duddu. I am an SDET focused on test automation, API quality, and AI/LLM evaluation. I care about clear test design, stable feedback, and practical engineering systems.
Code, workflow,
and model behavior.
01 / Profile
I enjoy turning uncertain software behaviour into understandable signals. My approach combines test automation, API validation, and AI quality practices with a preference for simple systems that are easy to maintain.
Connect on LinkedIn02 / Technical focus
Technical area / 01
Relevance, consistency, behaviour, and safety
I use structured evaluation practices to examine generated output, agent behaviour, retrieval quality, and natural-language workflows.
Technical area / 02
UI, API, and integration quality
I build with maintainability in mind: test structure, reusable validation flows, and feedback that makes software behaviour easier to understand.
03 / Principles
Good quality practice makes uncertainty visible. It gives people a clearer way to understand a system without creating unnecessary noise.
Begin with the behaviour that matters, not only the tool that is available.
Use clear patterns that are easier to maintain, review, and understand.
Use failures and unexpected results as useful signals for learning.
Prefer feedback that helps people make a better next decision.
04 / Contact
Open to thoughtful conversations