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Hello

I'm Rajdeep

I build AI agents that cut operational costs in half. Currently compressing drug discovery from years to quarters.

I lead GenAI at a biomedical data company, building AI systems for top-10 pharma. I write about what actually works: agents, production systems, and clear thinking.

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Recent Writing

·7 min read

Stack Money for the Wrong Reasons.

The uncomfortable truth about wealth, revenge, and why dark fuel burns just as bright.

Letters··9 min read

Let Your Calm Be the Threat.

How to negotiate from strength - knowing when to speak, when to stay silent, and how to leave room for both sides to win.

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Letters··16 min read

Become Undefinable.

A letter from my future self on becoming undefinable, building a personal monopoly, and why the paradox is the edge.

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Tutorials··12 min read

CS336 Notes: Lecture 17 - Alignment, RL 2

RL foundations for LLMs: policy gradients, baselines for variance reduction, GRPO implementation details, and practical training considerations for reasoning models.

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Tutorials··16 min read

CS336 Notes: Lecture 16 - Alignment, RL 1

Advanced RL for alignment: PPO implementation details, GRPO as a simpler alternative, overoptimization risks, and case studies from DeepSeek R1, Kimi K1.5, and Qwen 3.

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AI agents that actually work

Notes on building production agents, lessons from drug discovery AI, and clear thinking. No hype. Just what ships.

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