※ Insights

Field notes from
applied AI.

Essays and op-eds on AI strategy, reasoning, and policy — published in Dhaka Tribune, Counterpoint, and elsewhere. No hype, no buzzword tours.

Featured · Future of Engineering - AI in Plain English

Software Development Is Dead. Long Live Software Engineering.

AI won't replace engineers - but it will expose who was actually one all along. A forty-year programmer's case for why the death of coding is the best thing that ever happened to the discipline.

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Perspective - Medium

One Kilobyte to Copilot

From a Sinclair ZX-80 with 1KB of RAM to AI coding assistants - four decades of programming history and what each era reveals about the next.

AI Policy - Counterpoint BD

Bangladesh's Draft AI Policy: Vision Needs Velocity

The principles are right; the urgency and committed resources are missing. A policy needs an engine, not just a map.

AI & Reasoning - Medium

Apple Questions AI's Reason-Ability

On the limits of mathematical reasoning in large language models - and why "close enough" is a failure mode where precision is non-negotiable.

AI & Markets - Medium

The Dark Side of the New AI: AI Oligopoly

As AI decommoditizes, barriers to entry rise - concentrating wealth and power among a handful of incumbents. What that means for everyone else.

AI Strategy - Dhaka Tribune

Getting into the AI business

A practical view of what it actually takes for an organization to move from AI ambition to AI capability.

AI & Inequality - Medium

Will AI Fix Bangladesh's Inequality or Automate It?

AI systems don't operate in a vacuum - they operate on people and amplify the society beneath them. Whether AI widens or narrows inequality is a choice, not an inevitability.

※ Read the full archive

Medium·Dhaka Tribune·Counterpoint BD

※ Academic record

Peer-reviewed research & patents.

Before consulting, there was research. 24 peer-reviewed publications across AAAI, ACL, IEEE, and leading journals — and three US patents including foundational work in cross-document NLP at IBM.

Full publications list

Patent - US 6,438,543

System and Method for Cross-Document Coreference

IBM T.J. Watson Research - 2002

Patent - US 8,463,750

System and Method for Assembling Records

2013

Conference - ACL 1999

Is Hillary Rodham Clinton the President? Disambiguating Names across Documents

With Yael Ravin - IBM Research

Conference - AAAI 1996

Multimodal HCI for Robot Control: Towards an Intelligent Robotic Assistant for People with Disabilities

University of Delaware

All patents·ResearchGate profile

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