About Us

Meraki Labs (founded by Mukesh Bansal & Peeyush Ranjan) builds and rapidly scales AI-first, "moonshot" startups. We're looking for a high-velocity, production-grade engineer to build 0-to-1 products alongside founders.
About the Role

Proofline is live in production with institutional pilots underway. Building with AI is easy to prototype, but proving reliability in production is a major challenge. In AI-native codebases, verification is the key bottleneck for scaling capabilities. As an AI Evaluation Engineer, you will take ownership of the evaluation scaffolding and quality layer, including eval harnesses for AI-facing features, test infrastructure, and release gates. You’ll play a critical role in monitoring how our product behaves across AI assistants (e.g., Claude, ChatGPT), accounting for differences by host and continual changes.

Responsibilities

Build and maintain evaluation harnesses for AI-facing features to measure and tune system quality (e.g., capture quality, retrieval quality, guidance quality)
Own end-to-end and API test infrastructure (Playwright-class),



supporting a continuous, daily-release cycle
Design and execute host-behavior probes using scripted user sessions across diverse AI assistants, ensuring product behavior aligns with expectations
Gate production releases through thorough user acceptance testing (UAT), regression analysis, and quality reporting

Requirements

Experience - 5+ years
Background in SDET/QA automation or ML evaluation, with proven ownership of test or evaluation infrastructure and not just executing tests
Solid programming skills in Python or TypeScript, with experience in API-level testing and tools like Playwright or Cypress
Familiarity with LLM applications or a demonstrated interest in evaluating non-deterministic systems
Highly autonomous and able to define your own workflows and processes for evaluation and verification

How We Work

Small team, high trust, written decisions. Designs get adversarial revi

📌 AI Evaluation Engineer (Bengaluru)
🏢 Meraki Labs
📍 Bengaluru