Creative Work! #
I enjoy writing technical blogs, particularly when I gain a deep understanding of a topic that I find exciting and worth sharing with others. My writing primarily focuses on subjects such as Machine Learning, Natural Language Processing, Core Python, and, more recently, Large Language Models (LLMs).
Articles #
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First Semester experience at the OMSCS program!
This article talks about my first semester experience in the OMSCS program at Georgia Tech.
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Code Profiling using Scalene and Optimizations using LLM
This article talks about using scalene library to profile python code and then leverage LLMs to optimize code using the profiling results.
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This article talks about experimenting with various LLMs by placing them in the famous Prisoner’s Dilemma experiment.
Medium Articles #
I have already published a few articles on medium and you can find links to those articles here as well.
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This article explores a few critical concepts of python programming language like Decorators, Context Managers, Dunder Methods and Getter, Setter methods.
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Fine Tuning Gemma-2b-it on Anime Dataset
LLMs have been becoming mainstream these days. In this article I tried to fine tune a small 2B Gemma model on anime dataset using lora, qlora concepts.
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End To End ML Pipeline Using Docker
Building models have always been a primary focus of Data Scientists. But it is equally important to understand what it takes to deploy a ML model in production to be used by end users. This article explores how to dockerize a machine learning pipeline using docker.