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Project Portfolio

  • Mpox Viral Sentiments: LLM and BERt-based Approaches to Sentiment Analysis

    Mpox Viral Sentiments: LLM and BERt-based Approaches to Sentiment Analysis

    Project Overview:  This project explored use of social media and news data (Meta, X, Reddit, Google News) and techniques to identify the changing social sentiment regarding Mpox, a viral disease that emerged as a…

  • Data Science RAG Model

    Data Science RAG Model

    Retrieveal Augmented Generation Model using LangChain, Weaviate, and OpenAI ChatGPT Overview: This project leverages a RAG, or Retrieval Augmented Generation, model and incorporates a large language model to retrieve answers to questions only from…

  • Learning the Basics: Neural Networks for Bird Species Prediction

    Learning the Basics: Neural Networks for Bird Species Prediction

    Project Overview:A hallmark of effective prediction applications is access to a large, high-quality dataset that captures the underlying dynamics and variables. Bird enthusiasts have been recording bird songs for decades, creating deep repositories of…

  • Pharmacy Interoperability Clinical DataWarehouse

    Pharmacy Interoperability Clinical DataWarehouse

    Project Overview:  This project was done for a databases class as a demonstration project.  It was a precursor to my getting involved with the Sequoia Foundation’s Pharmacy Interoperability task force. Approach:  Python Code was…

  • Chemical Diffusion Model Exploration

    Chemical Diffusion Model Exploration

    The APM 115 course is geared as a pre-thesis class for Applied Math majors and I took it to practice the math that I’d forgotten from my undergraduate chemical engineering degree. It was one…

  • Survival Analytics Approaches for Adherence

    Survival Analytics Approaches for Adherence

    Overview: Understanding the drivers behind medication adherence helps pharmacies, payors and drug manufacturers develop interventions that may improve patient adherence.  Diabetes and statin medications, in particular, help treat chronic conditions that require daily medications…