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manvendra7/README.md

Hi there 👋

I am a Machine Learning Developer and Trainer at Codegnan IT Solutions having working experience in Machine Learning projects and training students. Looking to work in a competitive and challenging environment and this will ensure twin benefits of growing professionally as an individual and along with the organizational goals.

Skills - Python, SQL, Sk-Learn, NumPy, Pandas, Data Visualization, Data Cleaning, Webscraping, Selenium, BeautifulSoup, Feature engineering, Tensorflow, Keras, Machine Learning, Deep Learning, Azure ML Studio, Streamlit, Plotly, Power BI, Ms Excel,

Data Investigation - I have co-authored a book on Exploratory Data Analysis which is available for download on Kindle.

Hypothesis Testing - I have also written mini reference books on Hypothesis Testing and Feature Encoding.

Reference Book on Feature Encoding - In this book i have covered all the feature encoding techniques from basics to advance level.

Projects -

  • Worked on IEE ECIS FRAUD detection and build LGBM model with 87% accuracy to predict the fraudulent transactions. As the data was highly imbalanced the metric used was ROC-AUC score.

  • Drug Sentiment Analysis - Build a model to predict the sentiment of the People from the reviews of the drugs.

  • WebScraping - Scrapped Data of 7 million schools of Uttar Pradesh using Python's BeautifulSoup and requests library.

  • Scrapped Data from makaan.com of the apartments in the Hyderabad city.

Training and Mentoring

  • I have trained 300+ students in python and Machine Learning. And have delivered 25+ hours of recorded course on Python and Data Analysis.

Reach out to me at below email id for collaborations, ideas and opportunities -

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  1. CARD-FRAUD-DETECTION CARD-FRAUD-DETECTION Public

    IEEE-CIS-FRAUD-DETECTION

    Jupyter Notebook 4 1

  2. India_School_Insight India_School_Insight Public

    Most often parents ask others which school is better for their children. So here we are trying to solve this problems of identifying Good schools for parents based on different parameters.

    Jupyter Notebook 1 1

  3. drug_sentiment_analysis drug_sentiment_analysis Public

    Sentiment Analysis on Drugs reviews.

    Jupyter Notebook 2

  4. Hypothesis_testing Hypothesis_testing Public

    Hypothesis Testing and it's use in Machine Learning

    Jupyter Notebook 1 1

  5. web_scraping web_scraping Public

    web_scraping

    Jupyter Notebook

  6. Credit-Card-Fraud-Detection Credit-Card-Fraud-Detection Public

    Credit Card Fraud Detection

    Jupyter Notebook