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laniel123/README.md

About Me

Hello, my name is Daniel Larson. I am a Statistics & Data Science student at UCSB with a passion for sports and music. I hope to integrate my interest in my hobbies and data science into my projects, combining both passions into one career.


My Projects

  • SpiceRack: A web-based application that takes the user's spices in their pantry and outputs recommended recipes accordingly.
  • Anti-DUI: A BAC prediction tool powered by regression modeling and Streamlit, aimed at helping students make safer decisions around alcohol— finalist in UCSB’s Project Showcase.
  • Mlb_Injury_Report: A pipeline that scrapes the MLB website for player statistics and uses a trained ML model to predict a player's likelihood of injury based on previous game data.
  • Spotify Playlist Analyzer: A full-stack web app that creatively assesses emotional tone based on Spotify playlist content — integrating Python, Flask, and the Spotify Web API.
  • GUI Automation Toolkit: Built a custom link scraper using PyAutoGUI for platforms with limited automation access

What I’m Learning

Currently diving deeper into:

  • Improving my skills in the languages I know
  • Regression and modeling
  • Optimal data visualization practices
  • API integration and full-stack development
  • SQL querying and relational data analysis

Skills

  • Languages: Python, R, SQL, C++
  • Libraries: pandas, NumPy, matplotlib, scikit-learn
  • Tools: Jupyter Notebook, Git, GitHub, VS Code, Flask, Streamlit
  • Soft Skills: Communication, adaptability, team collaboration

Let’s Connect

I’m actively seeking data science internships where I can apply my skills in a fast-paced, mission-driven team. Feel free to check out my GitHub github.com/laniel123 or reach out directly on LinkedIn.

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  1. Spotify-Playlist-Analyzer Spotify-Playlist-Analyzer Public

    Web based application with a humorous use.

    JavaScript

  2. Widmark-Formula-Model Widmark-Formula-Model Public

    A Widmark Model that calculates BAC

    Jupyter Notebook

  3. amyli2027/blood-alcohol-predictor amyli2027/blood-alcohol-predictor Public

    Jupyter Notebook 1

  4. MLB-Pitcher-Injury-Risk-Prediction.- MLB-Pitcher-Injury-Risk-Prediction.- Public

    HTML

  5. SpiceRack SpiceRack Public

    # Spicerack: A Recipe Recommendation System Based on Users Spices

    Jupyter Notebook