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vaddhiparthy/README.md

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

 vaddhiparthy

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  1. GPT GPT Public

    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 2

  2. ReviewSentiments ReviewSentiments Public

    Utilizing advanced NLP techniques and SentimentIntensityAnalyzer from the NLTK library, this script analyzes Google Play Store app reviews to extract and visualize user sentiments based on pre-defi…

    Python 1

  3. COVID-Data-Analysis COVID-Data-Analysis Public

    Leveraging advanced data analytics methodologies and time series forecasting with ARIMA modeling, this project delivers a comprehensive analysis of COVID-19 trends and metrics in the United States,…

    Jupyter Notebook 2

  4. BlogSentimentAnalysis BlogSentimentAnalysis Public

    This Python code analyzes a dataset of blog posts, focusing on the polarity and subjectivity of the text. It cleans the text data, visualizes word frequency using word clouds, and explores the sent…

    Python

  5. credit_risk credit_risk Public

    This project employs alternative data sources and machine learning techniques, specifically the Extreme Gradient Boosting (XGBoost) algorithm, to evaluate credit risk for individuals lacking tradit…

    Jupyter Notebook 1

  6. ImageClassfication ImageClassfication Public

    A Python implementation for image classification using a pre-trained ResNet-18 model from torchvision. The input image undergoes a series of transformations, including resizing, center cropping, te…

    Python 1