Experience

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  dAlchemy

  • Bengaluru, Karnataka, India

  • Data Scientist

    • Jan 2023 - Feb 2024
    • Bengaluru, Karnataka, India

• 

  AlmaBetter

  • India
  • Higher Education
  • 700 & Above Employee

  • Data Science Intern

    • Aug 2022 - Jan 2023

  • Data Science Trainee

    • Dec 2021 - Sep 2022

  • Netflix Movies Tv Shows Clustering

    • Jun 2022 - Aug 2022

    - To identify customer segment, understand what content being consumed country-wise with Netflix dataset.- Imputed missing values, incorrect entries with appropriate values, Experimented with K-Means and Hierarchical clustering to cluster based on description and genre.- estimated optimal clusters using Silhouette score and Elbow method, used visualization library to visualize and validate cluster separation and similarities.- Architecture Recommendation based on cosine similarity. PCA used to reduce high dimensionality which improve silhouette coefficient 0.362 to 0.42. Signifying revenue increased by content recommendation for Netflix.

  • Subject Matter Expert

    • Jan 2022 - Aug 2022

  • Yes Bank Closing Price Prediction

    • Mar 2022 - May 2022

    - Predict closing price of stock over time.- Use plotly to visualize price pattern, boxplot for outlier use heatmap to correlation between variables. Deal with feature transformation normalization, multicollinearity with VIF, generate test and train data and cross-validation.- Experimented with Lasso, Elastic Net, Ridge regression and used Gridsearch CV for hyperparameter tuning, which resulted in R - square score of 82% on test dataset.- Finally, KNN regressor R-square increased by around 15-20%, enabling investor to take step ahead of this.

• 

  GoPrac.com

  • Ratnagiri, Maharashtra, India

  • Freelance

    • Dec 2020 - Aug 2021
    • Ratnagiri, Maharashtra, India

    - Provided detailed information to Students on their account performance and took required steps for optimization.- Respond to claim investigation, result, and planned adjustment, monitor daily product activity and operations.- Create Civil engineering Interview question for industry and students.- Conduct few sessions on basic concept related to domain.

• 

  Freelance (Self employed)

  • Ratnagiri, Maharashtra, India

  • Freelance

    • Jul 2019 - Aug 2021
    • Ratnagiri, Maharashtra, India

    - Freelancing work such as sharing Survey links to people, gather information from that survey.- Filled various domain survey based on sports, E-Commerce companies, Product based company, Food business.