Projects.

Independent data tools and interactive indices built to map how AI, automation, and geopolitics are reshaping labor, real estate, and institutions — grounded in the research methodology below.

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All Projects

AI Job Risk Calculator

Labor & Automation

Instant AI automation risk scoring across 10,000+ professions — search any job to see task exposure, human premium, and displacement velocity based on current automation benchmarks.

AGI University Major Survival Index

Education & AGI

A disruption index scoring 200+ academic majors on structural durability against a fully operational AGI — mapping which curricula lean on automatable synthesis versus high-friction physical and empirical work.

Bangladesh University AI Adaptation Index

Education & Institutions

An objective review of 30 major Bangladeshi universities on AI-adaptation velocity, infrastructure, institutional friction, and how future-proof their academic pathways actually are.

House Rent Estimator Bangladesh

Real Estate

Instant monthly rent estimates for 200+ locations across all 8 divisions of Bangladesh, from Dhaka neighborhoods like Dhanmondi and Gulshan to Chittagong, Sylhet, and Rajshahi.

Land Price Dhaka

Real Estate

Per-katha land price estimates across Dhaka City and Dhaka Division, covering zone classification, road premiums, demand levels, and residential plot sizing.

The Multipolar Product Index

Geopolitics & Tech

A flat, product-level index mapping 400+ specific U.S. tech products — Google Maps, Chrome, Claude, H100, Copilot — to their exact non-U.S. global alternatives, independent of parent companies.

GovLinksBD

Civic Utility

An unofficial, ultra-compact directory of 162 official Bangladesh government websites across 21 categories, 8 divisions, and 11 city corporations — Passport, NID, Tax, and more in one place.

AI Pipeline Architecture & Telemetry Console

Interactive / Systems

A mechanistic telemetry console visualizing an AI processing pipeline — ingestion, regulation, compute core, and decode — across GPT-4o, Claude, Gemini, and Copilot architectures.

Newton's Cradle

Interactive / Physics

A client-side physics laboratory simulating a coupled pendulum system with near-elastic collisions — live phase portraits, energy budgets, and a symplectic integrator running in real time.

Every index and estimator above shares one unified research methodology — covering data aggregation, AI-assisted synthesis, scoring logic, and validation.