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.
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.