LIVE
⚡AI Model Briefing: October 2026 Tracker and Developer News•⚡Disaggregated LLM Inference: Prefill-Decode, NVFP4, and GB200 NVL72•⚡Architecting Real-Time AI Fraud Detection for Payment Rails•⚡AI-Assisted Coding Guardrails: Preventing Debt, Bugs, and Hallucinations•⚡Prompt Engineering for Structured Outputs: A Production Library•⚡Vibe Coding AI Agents: State, Tools, and Production Workflows•⚡AI Model Briefing: October 2026 Tracker and Developer News•⚡Disaggregated LLM Inference: Prefill-Decode, NVFP4, and GB200 NVL72•⚡Architecting Real-Time AI Fraud Detection for Payment Rails•⚡AI-Assisted Coding Guardrails: Preventing Debt, Bugs, and Hallucinations•⚡Prompt Engineering for Structured Outputs: A Production Library•⚡Vibe Coding AI Agents: State, Tools, and Production Workflows•⚡AI Model Briefing: October 2026 Tracker and Developer News•⚡Disaggregated LLM Inference: Prefill-Decode, NVFP4, and GB200 NVL72•⚡Architecting Real-Time AI Fraud Detection for Payment Rails•⚡AI-Assisted Coding Guardrails: Preventing Debt, Bugs, and Hallucinations•⚡Prompt Engineering for Structured Outputs: A Production Library•⚡Vibe Coding AI Agents: State, Tools, and Production Workflows•⚡AI Model Briefing: October 2026 Tracker and Developer News•⚡Disaggregated LLM Inference: Prefill-Decode, NVFP4, and GB200 NVL72•⚡Architecting Real-Time AI Fraud Detection for Payment Rails•⚡AI-Assisted Coding Guardrails: Preventing Debt, Bugs, and Hallucinations•⚡Prompt Engineering for Structured Outputs: A Production Library•⚡Vibe Coding AI Agents: State, Tools, and Production Workflows•
$cat ./about/essa.md

AI Engineer · Software Architect

Building useful software since 2007—and intelligent systems for the last 7+ years.

I'm Essa Mamdani, based in Karachi, Pakistan. I turn complex ideas into reliable software, AI workflows, and products that people can actually use. I'm also the creator of AutoBlogging.Pro.

Essa Mamdani, AI engineer and software architect
Karachi, Pakistan Available
2007
Coding since
7+
Years in AI
500+
Projects shipped
100+
AI projects
1,833+
Transmissions
$cat experience.log

Built through practice

Nearly two decades of coding, with the last seven-plus years focused on applied AI.

2007 → now

Software engineering

From early web development to scalable full-stack products, APIs, cloud systems, and production automation.

7+ years

AI engineering

More than 100 AI projects spanning LLM applications, autonomous agents, content systems, retrieval, and developer tooling.

My work sits where software architecture, product thinking, and automation meet. The goal is not to add AI everywhere—it is to use the right technology where it creates a clear advantage.

Across 500+ shipped projects, I have learned to value simple systems, measurable outcomes, and code that remains understandable after launch. Open source provides freedom; dependable paid infrastructure provides leverage; strong communities make both better.

Outside the terminal, I am a father to Momina and Haider e Karar, and an enthusiastic traveller. Family and seeing more of the world keep the work grounded in the people it is meant to serve.

$ls operating_principles/

How I build

Engineering depth

Production software, backend systems, APIs, automation, and modern web architecture.

Applied AI

Agents, LLM workflows, retrieval systems, and practical AI products that solve real work.

Ship and iterate

Ideas become working products quickly, then improve through real users and measurable results.

$ls core_stack/

Tools of the trade

PHPNode.jsPythonRustDatabase AdministrationLinux AdministrationLLMsAgentic AIAgentic DevOpsCloud ArchitectureProduct Engineering

Open channel

Have a difficult system or ambitious product to build?