Blogs
Writing
Notes on cloud engineering, AI infrastructure, DevOps patterns, and the occasional story about being a student-engineer in Texas.
April 20, 2026
Digital Transformation, BPR & Data Governance ROI: A Tech Leader's Guide (2026)
How to manage organisational change during digital transformation, what is Business Process Reengineering in the AI era, and how to measure the ROI of enterprise data governance. A practical guide for tech leaders and decision-makers.
April 19, 2026
How to Parse and Process Documents Using Cloud AI Services (2026)
How to parse and process documents using cloud AI services. Covers AWS Textract, Azure Document Intelligence, OCR, table extraction, form parsing, and building a document processing pipeline with Lambda and Python.
April 18, 2026
CI/CD Explained: Continuous Integration vs Continuous Delivery (2026)
What is the difference between continuous integration and continuous delivery? A complete guide to CI/CD pipelines with GitHub Actions, Docker, Terraform, and real-world examples from AWS and Azure deployments.
April 17, 2026
How to Deploy a Machine Learning Model to Production (2026)
How to deploy a machine learning model to production on AWS and Azure. Covers model packaging, REST APIs with FastAPI, Docker containers, SageMaker endpoints, CI/CD pipelines, monitoring, and MLOps best practices.
April 16, 2026
Decision Trees vs Random Forests: Which is Better for Classification? (2026)
Decision Trees vs Random Forests — a complete comparison for classification tasks. How each algorithm works, when to use which, bias-variance tradeoff, feature importance, and Python examples.
April 15, 2026
What is Agentic AI and How Does It Work? (2026)
What is Agentic AI? How do AI agents work, what is the ReAct pattern, how do multi-agent systems coordinate, and how do you build and deploy agentic AI on AWS Bedrock and Azure OpenAI in 2026.
April 14, 2026
How to Design a Secure VPC Architecture on AWS (2026)
How to design a secure Virtual Private Cloud (VPC) architecture on AWS. Covers subnets, route tables, security groups, NACLs, VPC endpoints, NAT Gateway, and a production-ready Terraform example.
April 13, 2026
What is Serverless Computing and When Should You Use It? (2026)
What is serverless computing, how does it work, and when should you use it? Covers AWS Lambda, Azure Functions, cold starts, event-driven architecture, and real-world use cases with code examples.
April 12, 2026
How to Optimize and Forecast Cloud Costs: A FinOps Guide (2026)
How to optimize and forecast cloud costs on AWS and Azure. Covers FinOps framework, rightsizing, reserved instances, spot instances, tagging strategy, cost anomaly detection, and forecasting with real Terraform and CLI examples.
April 11, 2026
Public vs Private vs Hybrid Cloud: The Complete Guide (2026)
What is the difference between public, private, and hybrid cloud? A complete breakdown with architecture diagrams, cost comparison, security tradeoffs, and when to use each — from a cloud engineer with 7+ years across AWS, Azure, and GCP.
April 10, 2026
What is AI? Algorithms, Neural Networks & Predictive Models Explained (2026)
A complete guide to AI algorithms — regression, classification, clustering, neural networks, and time series. With code examples, flow diagrams, and real-world use cases for engineers.
March 21, 2026
DLSS 5 and Neural Rendering: Why Jensen Huang Says the Critics Are Wrong
NVIDIA's DLSS 5 is not upscaling. It's not post-processing. Jensen Huang calls it neural rendering — generative AI fused with geometry control. Here's what that actually means, why gamers are skeptical, and who's right.
March 20, 2026
The Metaverse Is Dead: What Killed It and What Comes Next (2026)
Meta spent $80 billion on the metaverse and shut it down. What killed virtual reality's biggest bet, why Horizon Worlds failed, and what Meta's pivot to AI means for the future of tech.
March 15, 2026
Traditional SEO is evolving. Welcome to the era of LLM Optimization.
How AI answer engines are replacing search results, what the data says, and exactly what you need to do differently to be found in 2026 and beyond.
March 10, 2026
AWS vs Azure vs GCP: An engineer's honest comparison
After 7 years deploying production workloads on all three clouds for clients like H&M, Siemens, and Nokia — here's my honest take on when to use which.
March 8, 2026
7 Years of Cloud Engineering: Security Lessons Learned
Hard-won lessons on IAM, network design, secrets management, and the security mistakes I see on almost every cloud project.
February 15, 2026
Migrating 100+ Servers to Azure for H&M — Zero Outages
Lessons from leading the H&M Azure migration at IBM — phased planning, Terraform landing zones, blue-green DNS, and what I'd do differently.