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Dhaka, Bangladesh · Businessman & Researcher

SADMAN
SAMIN

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

Monolith Labs is an independent research institute dedicated to open-access public data utilities and socio-economic intelligence frameworks. Founded on the principle of absolute accessibility, the lab builds and deploys a growing portfolio of digital tools, open data engines, and public directory platforms specifically engineered to advance open knowledge, cultivate public trust, and streamline community access to high-value information.

Explore
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
Visual 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
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
OpenAI Academy
Applied AI Foundations
Completed foundational training in applied artificial intelligence, covering practical AI concepts, responsible AI, prompt engineering, and real-world AI applications.
Certified
Essays & Writing

Ideas & Insights

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 ↗
Explore All My Writings
Interactive Tools & Indices

Projects

01
Labor · Automation
AI Job Risk Calculator
Instant AI automation risk scoring across 10,000+ professions — search any job to see task exposure and displacement velocity.
Open tool ↗
02
Education · AGI
AGI University Major Survival Index
A disruption index scoring 200+ academic majors on structural durability against a fully operational AGI.
Open tool ↗
03
Real Estate
House Rent Estimator Bangladesh
Instant monthly rent estimates for 200+ locations across all 8 divisions of Bangladesh.
Open tool ↗
04
Geopolitics · Tech
The Multipolar Product Index
A flat, product-level index mapping 400+ specific U.S. tech products to their exact non-U.S. global alternatives.
Open tool ↗
Explore All Projects
Critical Research

Evidence & Analysis

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 ↗
R02
Machine Learning · Deep Learning · Disaster Management
Systematic Survey of Machine Learning and Deep Learning for Natural Disaster Prediction and Early Warning Systems in South Asia (2020-2025)
A multi-hazard systematic review of 42 peer-reviewed studies across flood, cyclone, earthquake, and landslide domains. Features a validation integrity audit revealing that 37.5% of evaluated seismic papers suffer from temporal data leakage due to flawed random splitting protocols.
Sadman Samin · 2026 PDF
Read Research ↗

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

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

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