Author

Imran M

Engineering Leader & AI Architect

Engineering leader and AI architect with 13+ years of experience building scalable platforms and AI-powered systems. I write about Applied AI, Agentic AI, software architecture, cloud, DevOps, platform engineering, and the practical side of building reliable technology at scale.

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496 articles

22/08/2023 8 min read

DPDP Act User Rights: A Practical Guide for Indian Websites

Map DPDP Act Sections 11 to 14 into website workflows for access, correction, erasure, grievance, and nomination. Detailed…
15/08/2023 10 min read

Semantic Versioning in Practice: Breaking Changes, Deprecation, and Trust

Semantic Versioning in Practice shows how you mark breaking changes, deprecate old APIs, and keep the trust of…
12/08/2023 11 min read

NIO.2: Path, Files, and Modern File Handling

Executive Summary: NIO.2’s Path and Files replace string-built file paths and verbose IO code. This post covers building…
09/08/2023 13 min read

Pydantic v2 Tutorial: Data Validation and Settings in Python

Validate untrusted data with typed models, write field and model validators, serialize with model_dump, and load typed settings…
05/08/2023 5 min read

Infrastructure Scalability in DevOps

No one wants their system to crash when things start picking up, right? Let’s explore how you can…
30/07/2023 3 min read

User Behaviour for CRO : Psychology of Conversion

Are you keen to grasp what drives your website visitors’ actions? Are you looking to boost your conversion…
25/07/2023 3 min read

Managing Frequent Scaling Events in DevOps Environments

Executive Summary: Demand that swings up and down burns money and causes outages when scaling is manual. This…
22/07/2023 3 min read

Concurrency & Parallelism in JavaScript

Executive Summary: JavaScript is single-threaded, so concurrency and parallelism get mixed up and UI freezes follow. This post…
15/07/2023 10 min read

Schema Versioning Strategies: Backward Compatibility, Expand-Contract, and API Evolution

Schema Versioning Strategies keep old and new code alive too. Learn expand-contract steps, safe fields, and how to…
08/07/2023 10 min read

File I/O in Java: Streams, Readers, and Writers

Executive Summary: Classic Java file I/O splits into byte streams for binary data and readers and writers for…
04/07/2023 12 min read

Service Discovery: Registry, Patterns, and Consul vs etcd

Service discovery: how the service registry tracks who is up, the client-side vs server-side discovery comparison, and the…
02/07/2023 10 min read

Chaos Engineering: Principles, Experiments, and Production Safety

Chaos Engineering tests failure before users ever do. Learn principles, experiment design, and safety stops that keep production…
14/06/2023 12 min read

Pandas Tutorial for Beginners: DataFrames, Filtering, and GroupBy

Load a CSV into a DataFrame, clean it, filter rows, add columns, and summarize with groupby, using a…
04/06/2023 10 min read

Autoscaling Backend Systems: Metrics, Policies, and Avoiding Thrash

Autoscaling Backend Systems need stable metrics and cooldown rules. Learn how policies avoid thrash, protect latency, and control…