Azure Could Services
Azure provides a full spectrum of cloud services, categorized by management control: IaaS (Infrastructure as a Service) - VMs, VNet, Blob Storage, Azure Disk Storage - Tenant manages infrastructure that…
AWS Compute Services
Compute EC2 (Elastic Compute Cloud) – Virtual servers Lambda – Serverless functions ECS (Elastic Container Service) – Container orchestration EKS (Elastic Kubernetes Service) – Managed Kubernetes Elastic Beanstalk – PaaS…
Posted inContainers
Docker
Docker is a platform that allows you to package applications and their dependencies into containers.Containers run consistently across environments—your laptop, CI pipelines, and production servers. Why Docker Matters “Works on…
Posted inOperating System
Linux Operating System
Linux is a free, open-source operating system that manages a computer’s hardware and lets you run applications—similar in purpose to Windows or macOS. Linux is the software layer that: Provides…
Posted inArtificial Intelligence LLM Python
Local RAG System
Overview Retrieval-Augmented Generation (RAG) has become the dominant architectural pattern for grounding Large Language Models (LLMs) in proprietary or domain-specific knowledge. Instead of relying solely on model weights, RAG combines…
Python ORMs
Below is a list of popular ORMs in python: SQLAlchemy ORM (most powerful & flexible) Best for:Large systems, microservices, complex queries, performance-critical apps Why it’s popular Industry standard outside Django…
SQL Alchemy
What is SQLAlchemy? SQLAlchemy is Python’s most popular database toolkit. It has two big layers: SQLAlchemy Core: build SQL expressions and run them (closer to SQL). SQLAlchemy ORM: map Python…
Posted inArtificial Intelligence
Machine Learning
According to Arthur Samuel, machine learning is the field of study that gives computers the ability to learn without being explicitly programmed. Applications of Machine Learning Computer Vision Natural Language Processing Generative…
Posted inDistributed System
DAPR
DAPR - Distributed Application Runtime Dapr is a portable, event-driven runtime that makes it easy for any developer to build resilient, stateless, and stateful applications that run on the cloud…