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Dhaka, Bangladesh · Businessman & Researcher

SADMAN
SAMIN

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Ventures and research at the intersection of
business strategy, AI, and resilient leadership.
Exploring what comes after.
Newly Founded
Founder,
MONOLITH LABS.

I have recently founded Monolith Labs — an open library of research on sustainable infrastructure and climate-resilient construction.

Systematic reviews, meta-analyses, and curated open-access research — on green concrete, supplementary cementitious materials, and AI-based structural simulation.

Every link goes to a freely readable paper. No paywalls, no accounts, no friction.

Explore The Library ↗
Our Philosophy
Simplicity is the ultimate sophistication. Wisdom & Action are the final outcomes of knowledge.

I'm Sadman Samin — a student, entrepreneur, and researcher navigating the collision of business, technology, and human ambition. Currently pursuing HSC at Dhaka College after graduating from Comilla Zilla School with distinction.

My work lives at the frontier: understanding how AI rewrites the economy, how nations can build resilient institutions, and how the next generation of leaders should think differently. I believe that wisdom and action are the true outputs of knowledge.

I speak confidently — whether it's pitching an idea, leading a debate, or walking a room through a research thesis. Communication isn't a soft skill for me; it's a core one.

Business Strategy AI Research Entrepreneurship Resilient Leadership Public Speaking Fluent English
2+
Years Research
7+
Certifications
∞
Curiosity

SELECTED
INITIATIVES

Exploring the intersection of AI research, economic modeling, and public utility tools.

01
Research Flagship
AI Job Risk Calculator
Mapping workforce vulnerabilities in the post-AGI economy. A long-term research initiative exploring how artificial general intelligence reshapes labor markets, institutional resilience, and economic planning.
Explore ↗
2024—
02
Public Tool
Rent Estimator BD
Data-driven rental intelligence for 50+ local districts across Bangladesh. A public utility bridging the information gap in the informal housing market.
Open tool ↗
2024
 Explore Full Index →
Vision · Strategy /Traits

PRISMATIC
VISION

I see the same thing from entirely different perspectives. By understanding an issue through multiple lenses simultaneously, I can identify and solve the core, fundamental needs of each viewpoint effectively.

Core Traits

Strategic Vision
Looking beyond the immediate horizon to chart long-term business trajectories. I build strategies that anticipate market shifts and structural changes, rather than merely reacting to them.
Deep Relation Building
Business fundamentally operates on trust. I prioritize authentic, enduring relationships with partners, stakeholders, and clients over short-term transactional interactions.
Fundamental Need Solving
I strip away the noise to focus on the core problem. By identifying and directly addressing root needs, I build solutions that deliver genuine, lasting value.
Live · May 2026

WHAT
I'M
DOING
NOW

Studying
Large Language Models — Deep into transformer architectures, attention mechanisms, and how scale produces emergent capabilities. Bridging technical intuition with economic implications.
Currently: tokenization, positional encoding, self-attention math.
Researching
Post-AGI Workforce Vulnerability via AI Job Risk Calculator — mapping which labor categories face displacement first and what resilient institutions look like on the other side.
Building
Writing & thinking publicly — expanding the essay index, sharpening arguments on fractional management, and developing a cleaner thesis on how AI changes the cost structure of organizations.
Reading
Attention Is All You Need (Vaswani et al.), alongside secondary material on scaling laws, emergent behavior, and the economics of compute.
Open to
Research collaborations, thoughtful conversations about AI & economics, and opportunities that sit at the edge of business and technology.
Education

Academic Background

Dhaka College
HSC · Science · 2024–Present
Comilla Zilla School
PEC, JSC, SSC · Distinction
Certifications & Extracurricular

Beyond the Classroom

National · 2023
BDPhO — Bangladesh Physics Olympiad
Advanced as a finalist in the national physics olympiad, demonstrating strong analytical problem-solving and scientific reasoning.
National Finalist
Harvard Business School
Resilient Leadership Strategy
A rigorous programme on building organisations and leaders that endure under uncertainty and pressure.
Certified
UNITAR / UN CC:e-Learn
Green Industrial Policy
Certified by the UN on sustainable economics and climate-aligned development strategies.
UNITAR Certified
Active · Ongoing
Public Speaking & Debate
Active participant in interschool debates and public-speaking forums. Communication is a core skill — not a soft one.
Active Speaker
Google Cloud
AI Principles & Ethics
Understanding ethics, fairness, and accountability in the design and deployment of AI systems.
Certified
IBM
Fundamentals of AI
Core concepts of machine learning, neural networks, and practical AI applications — building a technical foundation for research work.
Certified
Writing & Research

Ideas & Evidence

01
Management · AI · Strategy
Fractional Management in the AI Era
How the rise of AI is reshaping management structures — and why fractional, high-leverage leadership may be the defining model of the next decade.
Read essay ↗
 02
Client Management · Strategy
Pricing Your First Client
Step-by-step guidelines on achieving a successful deal with your first client without any portfolio, case studies, or referrals. Just you and a skill.
Read essay ↗
R01
Civil Engineering · Sustainability · SCM
Effects of Rice Husk Ash on Concrete Compressive Strength: A Systematic Review
A systematic review and quantitative synthesis evaluating partial cement replacement with rice husk ash (RHA). Using a random-effects framework, the study evaluates how curing duration, particle fineness, and replacement percentages (5-10% vs. >15%) influence concrete performance.
Sadman Samin · 2026 PDF
Read Research ↗

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People Also Ask

Questions about Sadman Samin
Hobbies & Passions

Life Outside the Desk

Football — My First Love
There's nothing quite like the game. The tactics, the tension, the magic of a perfectly weighted through-ball. Football taught me about teamwork, strategy under pressure, and how greatness is built in training long before it's displayed on the pitch.
⚪ Real Madrid 👤 Pep Guardiola ⭐ Cristiano Ronaldo
Travel & Exploration
New places reset the mind. My dream destination — and favourite — is New Zealand. The landscapes feel like another world.
🇳🇿 New Zealand
Technology & Design
I care deeply about how technology is designed, not just what it does. Apple gets it right — hardware, software, and soul in one package.
🍎 Apple Claude AI
"Wisdom & Action are the final outcomes of knowledge."
— Sadman Samin

Let's connect

GET IN
TOUCH

Open to collaborations, research discussions, or just a thoughtful conversation about the future.

CONNECT →

Project Archive

Previous Initiative Alpha
A foundational project focused on predictive analytics and localized market data interpretation. Built using early iteration neural networks.
Beta Economic Model
Exploratory research mapping regional supply chain vulnerabilities during macroeconomic shifts.
Delta Web Dashboard
A real-time data visualization tool deployed for local business intelligence tracking.