Subject / Published lessons
cloud engineering
Explore the ideas, work through an example, and save a lesson to return to.
20 lessons in this view
READ → EXPERIMENT → EXPLAIN- 01
Docker — Images, Layers, Dockerfile, Networking
Understand container images, cache invalidation, runtime isolation and service networking through a multi-stage Python reference design and measured acceptance criteria.
29 min read - 02
Kubernetes I — Pods, Deployments, Services
Kubernetes without the mysticism — Pods run containers, Deployments keep N of them alive, Services give them a stable IP. Reason through and optionally deploy a local app, with selectors, probes and rollout failure analysis.
23 min read - 03
Kubernetes II — ConfigMaps, Secrets, HPA, Network Policies
Connect configuration, secret rotation, autoscaling and network isolation to a complete reference workload, then reason through controller and recovery failures.
38 min read - 04
Azure Cloud — Identity, Storage, Networking, App Service
The four pillars of every real Azure workload — Entra ID + RBAC, Storage & Cosmos, VNets & Private Endpoints, App Service & Container Apps. What to pick and why.
28 min read - 05
Infrastructure as Code — Terraform / Bicep Basics
Build a versioned Azure Terraform module on paper, understand state and dependency graphs, and rehearse plan review, drift, import, refactoring and recovery without cloud writes.
37 min read - 06
Ship It — Deploy, Package, Sustain
Choose a route from local Python to an API, from an app to a container, or from a binary to a Windows package—and build a repeatable review and learning habit.
8 min read - 07
Automating audio generation
From text , generate audio files and publishing them to webapp
13 min read - 08
Deploying scripts as an API in Azure
Deploying local python scripts and converting them as an API.
9 min read - 09
Building windows app and publishing to app store.
Exploring the fundamentals of building an .exe file from scratch, including C++ compilation, object files, linking, DLLs, and more.
10 min read - 10
Basics of Azure AI Foundry
A self-sufficient guide to Azure AI Foundry — what it is, how the hub/project/deployment model works, how to ship a grounded agent end-to-end with SDK + Bicep, and the security/eval/cost levers you cannot skip.
12 min read - 11
Taking the Azure Fabric Ignite Edition Challenges to Complete
Microsoft Learn Challenge conducting a challenge to get good in few of the challenges which are super useful to complete to gain knowledge on Microsoft Fabric.
23 min read - 12
Exploring different services in GCP
Exploration and documentation of different services offered in GCP
22 min read - 13
Exploring Azure Data Explorer and Best Practices
A self-sufficient deep-dive on Azure Data Explorer (ADX/Kusto) — architecture, the KQL language from zero to advanced, ingestion patterns, performance/cost levers, and operational best practices.
16 min read - 14
AI Voice chatting to help with Customer support use-cases
Using current speech augmented LLMs (SpeechLLMs) with realtime voice modality to understand user issues and to provide support and solutions.
5 min read - 15
Audio to Video Generation Using Replit AI and Deploy as an Azure Webapp
Tool to convert an uploaded audio mixed with an image and generate a video format with image and uploaded audio in the video format.
5 min read - 16
Deploying Web Applications in Azure with Docker
A self-sufficient, production-minded walkthrough — from Docker internals to a hardened deploy on Azure App Service / Container Apps.
16 min read - 17
Orchestrating ML Pipelines with Azure Data Factory
Leveraging Azure Data Factory for Scalable and Efficient Machine Learning Workflows
10 min read - 18
Developing a Astrology webapp version 1.
Initial version 1 of Astro app hosted at astroyuga.com
5 min read - 19
Improving the UI of this blogging app - V2
Changing the UI layout and improving the experience by modernizing the UI with custom styling
6 min read - 20
Leveraging CURSOR and Azure Services for Rapid Web Deployment
Accelerating Development and Deployment Cycles with AI Tools
7 min read