AI learning journey
Structured coursework, daily tool use in live sourcing work, and a public log of what holds up, and what doesn’t.
Why this page exists
Garment manufacturing runs on experience, relationships, and spreadsheets. All three are about to change shape. I’m not waiting to be told how, I’m studying it, applying it in live merchandising work, and writing about what holds up. This page is the public log.
Currently studying
AI capacity-building program · Institute: Idean Consulting · started 19 May 2026. Structured AI study running alongside the day job; modules, projects, and takeaways logged here as they complete.
Idean ConsultingVisit website ↗
Topics & outcomes
Be AI Fluent
IBA, University of Dhaka · started 11 July 2025, ongoing. The business framework around the technology.
Applied today
ChatGPT, Claude, and Gemini run through the daily workflow, weekly reports, vendor data consolidation, supplier-performance and capacity analysis, production follow-up updates, presentation (PPT) preparation, and meeting prep, alongside Power BI and advanced Excel.
Faster, cleaner correspondence with Poland HQ and 35 vendors, AI-drafted, human-judged. The judgment is the job; AI just removes the typing.
Research support for the weekly newsletter and daily posts, AI helps gather; fourteen years on the floor decides what’s true.
Built, not just studied
Designed and built my own personal knowledge hub, structure, copy, and code, working hands-on with AI tools instead of hiring it out. Proof that an apparel merchandiser can ship digital work.
Built and published a result-checking website for my PGD-GB batchmates at IBA-DU, classmates check their results in seconds instead of scanning PDFs.
Visit the site →The log
Newest first. Updated as milestones land.
My own personal website, planned, written, and built hands-on with AI tools.
A small web tool for IBA-DU batchmates, first public project built with AI assistance.
2-month AI Capacity Building Program began 19 May 2026, first formal AI study alongside daily tool use.
Program began 11 July 2025, pairing operating experience with formal business training at Bangladesh’s top business school.
ChatGPT, Claude, Gemini, and Power BI became standard parts of reporting, analysis, and vendor communication at LPP.
I write about AI in apparel in the newsletter, practical, floor-tested, no hype.