Level 1
Logical Thinking Foundations
Open
Build the core mental models of decision making - logic, assumptions, and cognitive biases.
Decision Sources
Logic Types
Statements & Assumptions
4 topics
Explore LevelSchool of Decision Thinking
Learn how to think, not what to think
Train decision-making from logic and structured problem solving to frameworks, risk judgment, and real-world business cases.
Built for MBA aspirants, analysts, consultants, and founders
Level 1 is free. Levels 2 to 4 unlock advanced decision training
Minimal interface, strong prompts, and case-first progression
Decision Studio
Structured thinking for serious learners
Premium Track
Founder
Serial 99%iler in CAT (QA) | IIM Bangalore Alumnus | Educator & Finance Content Creator
SDMLT is built to help ambitious thinkers move from fast answers to disciplined reasoning, stronger frameworks, and cleaner judgment.
Inputs
Logic drills, framework sessions, timer-based sets, and business cases
Outcome
More clarity under pressure and better structure in real decisions
Program progression4 levels
LogicStructureDecisionCases
Founder
Serial 99%iler in CAT (QA) | IIM Bangalore Alumnus | Educator & Finance Content Creator
Introduction
My journey started with a passion for problem-solving and a drive to become a serial 99%iler in CAT. I turned that experience into a career in teaching - mentoring thousands of aspirants over the last 14+ years. Along the way, I authored a book on DILR and built a YouTube presence where I live-solve CAT questions, analyze mocks, and share logical shortcuts to help students maximize their scores.
Finance Transition
But my story doesn't stop at CAT. Curiosity led me deeper into finance and investments, where I wanted to understand how companies are valued and how strategies are built in the markets. This pursuit took me to IIM Bangalore, where I completed the Advanced Program in Capital Markets & Risk Management.
Since then, I've been applying analytical rigor to stock valuation, industry analysis, investment strategies, and risk management - areas where I now create content and consult.
Dual Positioning
Education - helping students crack CAT through logic-driven learning
Finance - simplifying stock markets, valuation, and investments for a wider audience
Vikash Singh
Educator, finance content creator, and founder of SDMLT.
Mission
Through my work as a content creator, my mission is to make finance accessible and empower people to make smarter investment decisions.
Key Focus Areas
- Quantitative Aptitude, DILR & CAT Coaching
- Stock Valuation & Investment Strategies
- Company & Industry Analysis
- Risk Management
- Finance & EdTech Content Creation
Always open to collaborations, consulting opportunities, and speaking engagements in education and finance.
SDMLT is built to help ambitious thinkers move from fast answers to disciplined reasoning, stronger frameworks, and cleaner judgment.
Levels
A four-level progression from raw logic to real business judgment
Each level is designed as a distinct stage in analytical maturity. You begin with mental discipline, move into problem solving, then decision frameworks, and finally real-world cases.
Level 2
Problem Solving & Data Reasoning
Paid
Learn to frame problems clearly, solve them in structure, and avoid weak data reasoning.
Problem Framing (GAI)
Structured Solving
Data Interpretation
4 topics
Explore LevelLevel 3
Decision Making & Economic Reasoning
Paid
Use decision trees, expected value, risk categories, and finance logic to judge uncertain choices.
Decision Trees
Expected Value
Risk (Known vs Unknown)
4 topics
Explore LevelLevel 4
Case-Based Business Decision Making
Paid
Work through case orientation, structuring, data insight, and integrated business decisions.
Case Orientation
Case Structuring
Data & Insight
4 topics
Explore LevelPhilosophy
This is not an information product. It is a training ground for thought.
SDMLT is built around one idea: serious thinkers improve when they practice framing, decomposition, comparison, and judgment in a structured environment.
Logic before intuition
Learn to inspect assumptions, separate signals from noise, and structure reasoning before reaching for an answer.
Frameworks that clarify
Use disciplined thinking tools to simplify ambiguous problems, compare options, and move toward better decisions.
Cases that feel real
Apply structured thought to CAT-style sets, business trade-offs, and strategic decisions that resemble actual work.
Begin With Intent
Start with Foundations. Build the quality of thinking that carries into every harder problem.
For students, analysts, consultants, and founders, the value is the same: cleaner logic, better framing, and more reliable decisions when the answer is not obvious.
Level 1 opens the platform with core reasoning and assumption work.
Level 2 to 4 move into structured solving, decision frameworks, and business cases.
The interface stays minimal so attention remains on the thinking itself.