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willdemelo/README.md

Welcome!

My name is Will, and I am a professional AI engineer.

I specialize in machine learning methods, predictive analytics, and full-stack app development, all of which are supported my background in social science research. I'm well versed in all stages of the data lifecycle, and my applied research skills let me explain not just if and when trends occur in data, but also why.

Please see my projects below, or connect with me me on LinkedIn.

Also, find a more in-depth profile on my personal website!

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  1. Replication_Study_Suk2023 Replication_Study_Suk2023 Public

    A group scientific replication effort conducted using HTML for data collection and R for analysis.

    HTML

  2. Predicting_Philippine_Drug_Violence Predicting_Philippine_Drug_Violence Public

    A write-up on the use of a negative binomial model to predict drug-related deaths in the Philippines. Programmed in R.

  3. Machine_Learning_for_Emotional_Intelligence Machine_Learning_for_Emotional_Intelligence Public

    A proof-of-concept for an emotional intelligence tool. Programmed in Python.

    Jupyter Notebook

  4. Predicting_Depression_in_Florida Predicting_Depression_in_Florida Public

    A series of models using SimplyAnalytics' county data to predict depression statistics in Florida. Programmed in Python.

    Jupyter Notebook

  5. willdemelo.github.io willdemelo.github.io Public

    This is my personal website. You can read about my interests and experiences here.

    HTML

  6. Fraudulent_Job_Posting_Detector Fraudulent_Job_Posting_Detector Public

    An SVC predictor for fraudulent job postings that employs different methods of text processing. Programmed in Python.

    Jupyter Notebook