Abdul Moiz Faisal

Software Engineer, love exploring new things. Co-Founder of INeuron ltd (ineuronltd.com)

Mapbox

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

Jul 6, 2026

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4 min read

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

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

Abdul Moiz Faisal

AI Fundamentals

Jun 21, 2026

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4 min read

Build Your Own Transformer From Scratch

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

Abdul Moiz Faisal

Computer Vision

Jun 12, 2026

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5 min read

Pipeline That Explains Modern Computer Vision

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

Abdul Moiz Faisal

LLM Engineering

Your Database Schema Is Not Your Semantic Schema

Jun 3, 2026

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2 min read

Your Database Schema Is Not Your Semantic Schema

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

Abdul Moiz Faisal

May 31, 2026

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2 min read

The 5 questions I ask before I trust any AI system

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

Abdul Moiz Faisal

AI Infrastructure

How AI Voice Agents Actually Work Behind The Scenes

May 29, 2026

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3 min read

How AI Voice Agents Actually Work Behind The Scenes

A deep dive into how modern AI voice agents work using Twilio, SIP, PBX systems, RTP streaming, IVR routing, and realtime AI infrastructure.

Abdul Moiz Faisal

LLM Engineering

Fine-Tuning Is Fine-Tuning — Until It Isn't

May 27, 2026

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4 min read

Fine-Tuning Is Fine-Tuning — Until It Isn't

How to build a mental model that works across text, images, and object detection

Abdul Moiz Faisal

AI Engineering

May 23, 2026

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3 min read

RAG Does Not Do Math (And That’s Okay)

Why LLMs should write SQL, not guess KPIs from retrieved chunks.

Abdul Moiz Faisal