Hello there

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

DQdigitals is my personal lab for Software Engineering, AI/ML, Cloud Computing, Quality Engineering, and Platform Engineering—where product craftsmanship and UX storytelling collide. Expect the kind of software delivery field notes usually traded after midnight releases, captured as walkthroughs, playbooks, and hands‑on experiments—from AI/ML and cloud patterns that reshape how teams deliver to AI‑assisted test generation with WebdriverIO, Playwright, and Restlyn automation that keeps releases sharp.

From the studio

Cloud, AI/ML & agentic workflows

Executive‑level guidance on AI adoption across GCP/AWS, data platforms, and agentic systems. Practical playbooks for model orchestration, automation, and decision support. Focused on measurable outcomes like reliability, cost, and time‑to‑delivery.

Cloud engineering & modernization

Cloud transformation across GCP/AWS, scalable architecture, and delivery systems that keep teams shipping with confidence. Expect modernization playbooks, DevSecOps, and reliability practices that remove friction.

Quality engineering & reliability

Quality strategy, governance, and automation programs that protect release health. Includes AI‑assisted test generation, scorecards, and regression guardrails. Built for predictable releases and lower defect leakage.

Also explore related categories:

Platform Engineering

Start here

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