Technical Writing

Flagship posts plus curated archive notes

This section prioritizes practical write-ups with clear engineering and analytics value. Earlier learning posts are retained as archive notes and will be rewritten into stronger case formats.

Portrait of Musfique Ahmed
Musfique Ahmed

Data Scientist and Technical Writer

I write about practical data workflows, automation systems, and engineering decisions that hold up in real projects.

Featured

Best technical writing

The Memory Wall is Crumbling: Infinite Context Compression

Mar 30, 2026 | AI Systems & Architecture

Breaking down QJL, PolarQuant, and TurboQuant—mathematical techniques that compress KV Cache by 80% without sacrificing intelligence, approaching Shannon limits.

AI Systems Compression Mathematics

One Link to Rule Them All: Conquering Survey Chaos

May 29, 2025 | Automation case study

A detailed breakdown of building a one-link survey assignment pipeline using Google Sheets, Apps Script, and lightweight workflow logic.

Automation Google Apps Script Workflow Design

Building a Discord To-Do List Bot That Actually Fits My Brain

Nov 25, 2025 | Engineering notes

A practical engineering write-up on designing slash-command UX, lightweight persistence, and maintainable bot architecture decisions.

Python Discord Bot Productivity Tools

B850M D3HP Dual GPU Analysis

Mar 30, 2026 | Hardware analysis

An in-depth technical breakdown of dual-GPU feasibility on the Gigabyte B850M D3HP, including physical slot constraints, PCIe bandwidth limits, and workload-specific viability.

Hardware PCIe Dual GPU

How I Built Boutiqo Bangladesh: From Static Boutique Site to Full-Stack E-commerce Platform

Mar 30, 2026 | Full-Stack Engineering Case Study

End-to-end technical breakdown of building and deploying a production-ready e-commerce platform with modular APIs, real-time updates, and zero infrastructure cost on free tiers.

Next.js Full-Stack DevOps
Archive Notes

Retained posts under rewrite

Rewrite queue

My First Steps into Data Science

May 29, 2025

Personal origin note to be expanded into an impact-first narrative with measurable milestones.

Archive

Understanding Python Loops: A Beginner's Guide

June 5, 2025

Tutorial note to be reworked into project-centric teaching material and classroom-ready exercises.

Archive

The Importance of Data Visualization

June 12, 2025

Concept note to be converted into an applied data storytelling case format with stronger examples.

Archive
Archive posts remain accessible for transparency, but featured visibility is reserved for stronger technical case studies.