About Me
I am a Machine Learning Engineer at Intellitek, formerly at Tensorlake, Dynopii & Celebal, and a Hugging Face 🤗 Fellow. I organize the TensorFlow User Group in Kolkata and contributed to Google Summer of Code at TensorFlow. As a Kaggle Competitions Master and a KaggleX BIPOC Grant Mentor, I specialize in Natural Language Processing, Speech Technologies, and AI for Medicine.
My Blog Posts
What changed in the Transformer architecture
An in-depth look at the evolution of the Transformer architecture since its inception in 2017. [1]
Why Maybe We're Measuring LLM Compression Wrong
Exploring the use of KL Divergence to more accurately measure the impact of LLM quantization. [2]
Understanding Gemma 3n: How MatFormer Gives You Many Models in One
A breakdown of the Matryoshka Transformer architecture and its application in Google's Gemma 3n. [3]