Writing & Thoughts.

The post-AI job market and how to survive in it.

A guide on how to build a transformer from scratch and then training it to translate pseudo code to compilable C++ code

A simple guide to how to run Mamba, a State Space Model, on Kaggle

I use retrieval augmented generation to enhance diagnosis using clinical data.

I fine-tune BLIP-2, a powerful vision-language model, on the Flickr8k dataset to generate image captions. Integrating LoRA (Low-Rank Adaptation) to fine-tune efficiently on limited compute.

A guide on how to fine-tune the DeepSeek Math model to solve math problems expressed using emojis.