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AI Systems Engineering

Understand How
Modern AI Systems
Actually Work

Deep dives into voice AI, fine-tuning models, realtime infrastructure, RAG systems, LLM engineering, and production AI architectures.


Written by an engineer who ships, for engineers who ship.

Voice AI

RAG

Fine-Tuning

What ships in every issue

No fluff. No hype.
Just the systems thinking.

That separates engineers who ship from engineers who scroll.

Voice & Realtime AI

PSTN → SIP → RTP → LLM pipelines. How audio travels through the stack and where latency hides.

Voice AI · Realtime Infra

RAG & LLM Systems

Retrieval pipelines, context windows, chunking strategies, and the evals that tell you if any of it works.

RAG · LLM Engineering

Production Architecture

Infrastructure decisions, tradeoffs, and system diagrams from AI products actually running in prod.

Production AI · Fine-tuning

LATEST DEEP DIVES

Shipped weekly. Read at your own risk.


Abdul Moiz Faisal

Abdul Moiz

Senior Engineer

AI enthusiast building AI-powered products. I help founders turn AI ideas into things that actually ship.

How we built map-based property search in East Africa without Google Maps

Jul 6, 2026

Three providers. One hybrid solution. Zero Google Maps budget.

Read More

Build Your Own Transformer From Scratch

Jun 21, 2026

What I learned after removing all the abstractions and building the architecture underneath GPT from scratch.

Read More

Pipeline That Explains Modern Computer Vision

Jun 12, 2026

A unified mental model of embedding, classification, and detection in deep vision systems

Read More

Your Database Schema Is Not Your Semantic Schema

Jun 3, 2026

Before you argue about embedding models, answer the one question that actually decides your retrieval architecture.

Read More

The 5 questions I ask before I trust any AI system

May 31, 2026

Why the smartest model in the room is almost never the reason AI projects fail.

Read More
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