I AM
Prashanna

A NLP research enthusiast, fullstack software engineer and,
an overall AI practioner

About Me

I am a Computer Engineer and AI/ML researcher with expertise in developing scalable software systems and machine learning applications. My work focuses on bridging practical engineering with advanced research to build reliable and impactful technologies.

My research interests center on large language models (LLMs), including contextual understanding, retrieval-augmented generation (RAG), and model robustness. I am also passionate about explainable AI and addressing bias to ensure the safe, ethical, and culturally responsible use of AI systems.

July 13, 2024

Demystifying word
embeddings and word2vec

word embeddings

Word embeddings are mathematical representations of words in a high-dimensional space. Word2vec is a very popular word embedding method that uses a shallow 2-layer neural network to generate high quality word embeddings.

Jan 25, 2024

The workings of
red squiggly line

red lines

Ever wondered how the red squiggly lines in MS Word or your text editor worked? How, among hundreds of thousands of words, only the nearest correct words are suggested? This article will go in details about how this works.

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