Blog | Faysal Ahmmed | Faysal Ahmmed

Blogs & Articles

Thoughts & Technical Deep Dives

APR 17, 202625 MIN

The Mathematical Beauty of Latent Diffusion Models

From Gaussian noise to photorealistic art: A comprehensive A-to-Z guide to the architecture, math, and engineering behind modern generative AI — written for beginners.

DiffusionLDM

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Artificial Intelligence

APR 17, 202630 MIN

The Rise of Agentic AI Systems

From Chatbots to Autonomous Agents: A comprehensive A-to-Z guide to how agentic AI works, its architecture, reasoning frameworks, real-world applications, and where it is headed — written for beginners.

Scaling Modern Software to Millions of Users

A comprehensive A-to-Z guide to how Google, Netflix, YouTube, and OpenAI scale their systems — databases, caching, load balancing, microservices, Kubernetes, data centers, and everything a beginner needs to know.

How to Write & Publish a Research Paper in Machine Learning — The Complete A-to-Z Guide

Everything a student needs to know: finding research problems, conducting literature reviews, designing experiments, writing every section, understanding journal tiers (Q1–Q4) and conference rankings (A*–C), formatting in LaTeX, submitting, surviving peer review, and getting published.

Research PaperMachine Learning

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