Writing / 01Writing to
Writing to
understand.
Understanding to
explain.
I write about the things I'm learning and building, from machine learning fundamentals and transformers to LLMs, AI agents, research papers, and the systems around them.
Notes / Ideas / Questions
?explore
Selected writing / 02Ideas worth
All writing ↗Ideas worth
unpacking.
- 01AI RESEARCH2+ Stories
Latest Research in AI
A collection where I break down recent research breakthroughs in AI and try to explain the underlying ideas in simple terms.
↗ - 02AGENTS / LLMs13+ Stories
AI Agents, MCP & More
Exploring agents, MCP, transformers, fine-tuning, LoRA, QLoRA, and the ideas behind modern language-model systems.
↗ - 03MACHINE LEARNING6 Stories
CS229 Articles
Notes and explanations inspired by Stanford CS229, covering the mathematical and conceptual foundations of machine learning.
↗ - 04DEEP LEARNING7+ Stories
Neural Networks & LLMs
Exploring the intuition and mathematics behind neural networks, transformers, and modern LLM fine-tuning techniques.
↗
What I write aboutFollowing
Following
curiosity.
Latent ReasoningScientific MLIntelligent SystemsLoRA & GRPOComputational MethodsTransformers & LLMsAI ResearchOptimizationScientific ComputingApplied MathematicsHigh-Performance ComputingMathematical Modeling
Writing in numbersIdeas that
Ideas that
travelled.
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Impressions
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Views
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Reads
Keep readingI write when I want
I write when I want
to understand something
better.
Follow along if you enjoy going a little deeper into the ideas behind modern AI and computer science.
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