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Fine-tuning GPT-2 models with custom text corpora, utilizing Hugging Face's Transformers library and advanced training techniques for sophisticated text generation applications.

Python 100.00%
custom-corpora data-pipeline gpt-2 hugging-face language-modeling machine-learning model-evaluation natural-language-processing neural-networks pre-trained-models text-generation tokenization training-metrics transfer-learning transformers

gpt's Introduction

Vaddhiparthy's Portfolio

Data Professional

Welcome to my GitHub profile! I am a data professional specializing in natural language processing (NLP) and machine learning (ML) techniques.

I have extensive experience working with various programming languages, including Python, SQL, R, and MATLAB, as well as proficiency in utilizing databases like Amazon Redshift, Snowflake, and MySQL. My knowledge extends to data integration and management techniques such as ETL and AWS Snowflake.

In terms of data visualization, I use tools like Tableau, Microsoft Excel, and PowerBI to present insights.

My GitHub portfolio showcases a diverse array of projects. Sentiment analysis on blog authorship and play store reviews, fine-tuning GPT models, and building sophisticated text classification systems. Additionally, you'll find projects in other domains, such as location selection using k-means clustering, credit risk evaluation using machine learning, and forest fire estimation using machine learning.

I welcome the opportunity to contribute to your projects, collaborate, or discuss new ventures.

My Tableau Profile

My Leetcode Profile

Languages and Tools:

c cplusplus d3js kibana mongodb mssql mysql opencv pandas postgresql python pytorch scikit_learn seaborn tensorflow

vaddhiparthy

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