Hello there

I'm Amiya Pattanaik—Software Engineering Director, open-source contributor, and curious builder.

DQdigitals is my personal lab for AI/ML, Software Engineering, Quality Engineering, Cloud Computing, and Platform Engineering—where product craftsmanship and UX storytelling collide. Highlights include Practical AI Engineering Playbooks, the Model Engineering Playbook, the Generative AI Engineering Playbook, the Agentic Engineering Playbook, the RAG Engineering Playbook, and the AI Quality Engineering Playbook—alongside hands-on guidance for AI-assisted test generation with WebdriverIO, Playwright, and Restlyn automation that keeps releases sharp.

From the studio

AI engineering playbooks

Practical guides for Generative AI, RAG, Agentic AI, Model Engineering, and AI Quality Engineering. Focused on real implementation patterns, evaluation, guardrails, and engineering trade-offs teams can actually use.

Cloud, platform & modernization

Field notes on cloud architecture, platform engineering, delivery systems, and modernization patterns across GCP, AWS, and product platforms. Built around scalable operations, reliability, and developer enablement.

Quality engineering & automation

Hands-on playbooks for WebdriverIO, Playwright, API automation, test generation, and release confidence. Designed to help teams turn quality from a late-stage checkpoint into an engineered system.

Start here

A quick on-ramp to the most representative playbooks and patterns.