Insights & Articles
Thoughts on AI, entrepreneurship, data science, commodity trading,
real estate investment, and building the future.
Featured Articles
The AI Transformation: What 2025 Taught Us About Enterprise Adoption
After five years of AI hype, 2025 marked the turning point where enterprises finally cracked the code on successful AI implementation. Here's what separates winners from laggards.
The Data Revolution in Commodity Trading: From Gut Feeling to Algorithmic Precision
Commodity markets have always been about information asymmetry. Those who know first, profit first. But the game has fundamentally changed—here's how data science is reshaping a $20 trillion industry.
Real Estate Investment in the Age of Data: Beyond Cap Rates and Gut Feelings
Traditional real estate investment relied on location, location, location. Today's smart investors add: data, data, data. Here's how analytics are transforming a $3.5 trillion industry.
All Articles
The AI Transformation: What 2025 Taught Us About Enterprise Adoption
After five years of AI hype, 2025 marked the turning point where enterprises finally cracked the code on successful AI implementation. Here's what separates winners from laggards.
The Data Revolution in Commodity Trading: From Gut Feeling to Algorithmic Precision
Commodity markets have always been about information asymmetry. Those who know first, profit first. But the game has fundamentally changed—here's how data science is reshaping a $20 trillion industry.
Building Without VC: How to Scale a Tech Company on Revenue
Venture capital isn't the only path to building a successful tech company. In fact, for most founders, it's the wrong path. Here's the alternative.
Trading the Energy Transition: Where Fortunes Will Be Made and Lost
The shift from fossil fuels to renewables isn't just an environmental story—it's the biggest wealth transfer in commodity markets since the oil boom. Here's the playbook.
Real Estate Investment in the Age of Data: Beyond Cap Rates and Gut Feelings
Traditional real estate investment relied on location, location, location. Today's smart investors add: data, data, data. Here's how analytics are transforming a $3.5 trillion industry.
From Models to Money: Translating Data Science Into Business Value
Every data scientist can build a model with 95% accuracy. Few can build one that actually makes money. Here's the difference.
Investing in Real Estate Through Rising Interest Rates: A Contrarian Playbook
Rising rates killed the easy real estate money of 2020-2021. But for disciplined investors, higher rates create the best opportunities in years.
The Talent Crisis is a Discovery Problem: How AI Solved What Recruiters Couldn't
Companies aren't struggling to find talent because there isn't enough—they're struggling because traditional recruitment is fundamentally broken. Here's how we're fixing it at HireGecko.
ML Infrastructure: The Unsexy Foundation of AI Success
Everyone wants to talk about transformer models and GPT. Almost nobody wants to talk about data pipelines and model deployment. That's why 85% of ML projects fail.
Data-Driven Mental Health: How Analytics Are Saving Lives Without Losing the Human Touch
Mental health care has been stuck in the dark ages of measurement. At UMaxLife, we're proving that you can quantify outcomes without quantifying humanity.
Remote Work Revolution: How COVID Changed Hiring Forever
March 2020 forced a decade of workplace transformation into three months. Two years later, we're still figuring out what it means for talent acquisition.
Building Four Companies Simultaneously: Systems, Not Superhuman Effort
Everyone asks how I run multiple companies. The secret isn't working 100-hour weeks—it's building systems that work when you're not there.
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