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Thoughts on AI, startups, and building products that scale.

Three Years Building a Data Platform: Lessons in Speed, Scale, and Sustainability
RetrospectiveLessons LearnedData Platform

Three Years Building a Data Platform: Lessons in Speed, Scale, and Sustainability

Reflections on building a successful data intelligence platform for a VC fund: practical lessons on technical decisions, team evolution, and sustainable growth from an internal tool that identifies opportunities early

Oct 2025·8 min read
Technical DebtTeam BuildingKnowledge Management

The Hidden Cost of Moving Fast: Why We Couldn't Onboard Anyone

We moved fast and shipped features. Then the engineers who built them left. And suddenly, I was the only person who could explain code I didn't write to people I couldn't train.

Sep 2025·16 min read
AIMachine LearningAGI

Opinion: LLMs will never be AGI, but DRL might be

Large Language Models have captivated the AI world, but they're fundamentally limited. Here's why Deep Reinforcement Learning, or something even more fundamental, holds the real key to AGI.

Dec 2023·4 min read
Career DevelopmentMentorshipTeam Building

The Junior Engineer Trap: Promotion Without Support

We gave them the promotion and the raise. But not the mentorship. Six months later, they had the credentials they needed to leave. Here's what we got wrong.

Oct 2021·6 min read
Ray TracingComputer GraphicsC++

Dev Log: Raytracing in One Week in Two Evenings

My journey learning ray tracing from the book 'Ray Tracing in One Weekend' in just two evenings

Jul 2020·14 min read

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