Welcome!
This website serves as a personal online portfolio for me where I mostly ramble about physics, math and ML. Personal projects can be found on my Github.
Posts
Writing C++ Extensions for Python with LibTorch
Fine-tuning Llama 2 7B using Self-Instruct to give you tips in Super Smash Bros Melee
Words as vectors
Generative models, discriminative models, and what everyone gets wrong about naive Bayes
Fine-tuning LLMs with low-rank adapation
Performance metrics in NLP
The misconceptions of the imbalanced dataset
Transformers and ChatGPT
Preprocessing
Why can't regression models perform classification?
Learning curves and cross-validation
The super basics of model training
Demystifying Schrödinger's Cat
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