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kulkarniaditya1002/README.md

Hi there, I'm Aditya Pradip Kulkarni 👋

I'm a passionate student, data geek, 24k marathoner, professional with total 3+ yrs of exp in Data Analysis, Data & Software Engineering.

About me

  - 🔭 Wokring on NLP(LLM), Machine learning, web development, data analysis, data engineering.
  - 🌱 I have graduated with MS in Data Science.
  - 😄 Pronouns: He/Him
  - ⚡ I am a 24km Marathoner

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  1. Credit-Card-Fraud-Analysis-Prediction Credit-Card-Fraud-Analysis-Prediction Public

    Developed machine learning models in R using caret, xgboost, randomForest, and dplyr to predict fraudulent credit card transactions. The goal was to address class imbalance and non-stationary data …

    1

  2. NYC-Taxi-Trip-duration---Azure NYC-Taxi-Trip-duration---Azure Public

    Designed a data lake solution on Azure Blob Store and Azure Databricks, facilitating efficient data preprocessing, data transformation, prediction

    Jupyter Notebook

  3. Customer_Churn_Prediction Customer_Churn_Prediction Public

    This repo is for maintaining the project for customer churn prediction. Performed detailed analysis using statistical methods and used machine learning model for predicting the churn.

    Python 1

  4. GenBot GenBot Public

    Constructed a specialized knowledge base and trained a generative chatbot using 80k+ samples to assist students with English grammar, employing PyTorch, transformers, and the GPT-2 LMHead Model.

    Python 1

  5. Blog_Summary Blog_Summary Public

    Developed a web application using Streamlit and integrated NLP models (T5 Transformer and spaCy) for text summarization and enabling users to summarize online articles with improved readability and…

    Python 1

  6. Strategize-Stock-Investment Strategize-Stock-Investment Public

    This project emphasizes on statistical approach to build a trading strategy, investment decision strategy, evaluating statistical model of return of investment.

    Jupyter Notebook 2