Hi there! 👋 I’m Nastaran (AI engineer and researcher). I share and explain my AI journey in a simple, easy-to-understand way from algebraic foundations to modern agentic systems.
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Jan 6 · 8 min read · A few weeks ago, I watched someone try to hammer a screw into a wall! They succeeded, eventually. But the result was ugly, unstable, and took three times longer than it should have. This is roughly what happens when organizations deploy generative AI...
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Dec 22, 2025 · 5 min read · Have you ever wondered how a computer knows that a cat is more like a dog than a car? To a machine, words are just strings of characters or arbitrary ID numbers. But in the world of Natural Language Processing, we’ve found a way to give words a home ...
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Dec 18, 2025 · 4 min read · We’ve all been there. You spend days tuning hyperparameters and tweaking your architecture, but the loss curve just won’t cooperate. In my experience, the difference between a successful project and a failure is rarely the model architecture. It’s al...
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Dec 11, 2025 · 5 min read · I’ve found that one of the most challenging yet rewarding skills to develop is the ability to effectively read and understand scientific research papers. It’s a journey of deconstructing complex ideas, and I’m excited to share what I’ve learned with ...
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