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Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

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Achievement: Pull SharkAchievement: Arctic Code Vault Contributor
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aliforgetti/README.md

Hi 👋 I'm Ali!

I'm a data scientist with a keen interest in leveraging data science to make better sense of the world around me and to improve human well-being. I enjoy working on projects utilizing natural language processing and machine learning to answer important questions about human behavior and health.

Projects

Work in progress!

Projects Description Tags
Reddit Suicide Detector Text-based deep-learning modeling architecture that uses user activity patterns to predict if a user suffering from mental illnesses will develop suicidal ideation.
MoodZen Mood-aware music recommendation system that uses Spotify API and utilizes SVR to predict four emotional categories based on musical features and cosine similarity for finding emotionally similar music.
Narrative Similarity Tool to extract sentiment trajectory from stories using LSTM or RoBERTa-based sentiment classifier and used Fr├ęchet distance to find stories with most similar sentiment arcs.

aliyaqoob aliforgettio

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  1. MoodZen MoodZen Public

    Forked from shaswat01/MoodZen

    Mood aware music recommendation system.

    Jupyter Notebook

  2. reddit_suicide_detector reddit_suicide_detector Public

    This is the repository for my final capstone project during my Masters of Science in Data Science at Vanderbilt University.

    Jupyter Notebook

  3. narrrative_similarity narrrative_similarity Public

    Finding narrative similarity in movie plot summaries.

    Jupyter Notebook

  4. aliforgetti.github.io aliforgetti.github.io Public

    This is the repository linked to my online blog/portfolio.

    HTML

  5. air_quality_project air_quality_project Public

    Application to visualize air quality across the United States.

    TSQL

  6. CORD19_PySpark CORD19_PySpark Public

    Information Retrieval using PySpark on COVID19 Papers

    Jupyter Notebook