Writings
A Week of Learning: Neural Nets, GenAI, and a Few Missteps
Lessons from a week spent learning about Generative AI and Neural Networks through my own experiments and videos by Andrej Karpathy and 3Blue1Brown.
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Intention Over Inertia - Starting Out After a Lull
It's ceremonial. For me, the first run has always been about kicking off something bigger - even if it's just a new fitness regime.
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Into The Unknown - Why I Quit My Job To Take A Break
A month ago, I told my boss I wanted to quit. In another month, I’ll plunge into the unknown.
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Projects
Training a Language Model From Scratch
I tried to train a language model from scratch since I'd understood the math at a high level. The final model is more humorous than useful, but I ended up learning a lot about practical considerations and identifying areas for real-world model optimisation and finetuning.
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Lessons from My First Neural Network and CNN Build
After a week of studying, I participated in a Kaggle competition which is the "hello world" of computer vision. These are my learnings.
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