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:
Start here
A quick on-ramp to the most representative playbooks and patterns.
Platform Engineering on Google Cloud: Building Paved Roads
Introduction Product teams are shipping faster than ever, yet every release still depends on fragile scripts, compliance checklists, and...
Read moreLatest Blogs
Fresh reads from the lab. Catch the newest drops before they fade into the archive.