Musfique Ahmed
Data Scientist and Technical Writer
I write about practical data workflows, automation systems, and engineering decisions that hold up in real projects.
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.
Breaking down QJL, PolarQuant, and TurboQuant—mathematical techniques that compress KV Cache by 80% without sacrificing intelligence, approaching Shannon limits.
A detailed breakdown of building a one-link survey assignment pipeline using Google Sheets, Apps Script, and lightweight workflow logic.
A practical engineering write-up on designing slash-command UX, lightweight persistence, and maintainable bot architecture decisions.
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.
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.
Personal origin note to be expanded into an impact-first narrative with measurable milestones.
Tutorial note to be reworked into project-centric teaching material and classroom-ready exercises.
Concept note to be converted into an applied data storytelling case format with stronger examples.