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DataDarling/README.md

About Me:

As a data scientist and full‑stack developer, I thrive on building end‑to‑end solutions that turn raw information into meaningful insights. My projects range from training convolutional and recurrent neural networks to classify frog vocalizations for ecological research, to creating interactive dashboards for watershed analytics using React and Tailwind CSS. I’ve delivered a heart‑disease prediction model with 86 % accuracy and a strong AUC score, and explored multi‑class classification challenges such as student performance prediction and model tuning.

My work demonstrates proficiency in Python (pandas, scikit‑learn, NumPy), machine learning, SQL/database design, and modern front‑end frameworks. I’m passionate about solving real‑world problems—whether improving healthcare decision support, advancing environmental conservation, or creating business analytics tools—and I combine rigorous data engineering with intuitive visualization. When I’m not coding, I enjoy hiking and exploring how data can shed light on the natural world, reflecting my commitment to health, business solutions, and nature conservation.

If you’re seeking someone who can bridge data science and software development and deliver impactful, polished projects, I’d love to connect.

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  1. Georgia-Bioacustic-Frog-Identification-ML Georgia-Bioacustic-Frog-Identification-ML Public

    Forked from EcologicalDataAlliance/Georgia-Frog-Identification

    A comprehensive data science platform for automated classification of frog species native to Georgia using bioacoustic analysis and machine learning.

    Jupyter Notebook 1

  2. ehr-practice-management ehr-practice-management Public

    A modern, full-featured Electronic Health Records (EHR) practice management portal built with Next.js 14, demonstrating healthcare data analytics, appointment scheduling, and patient management cap…

    TypeScript 1

  3. Heart-Disease-Prediction-Model Heart-Disease-Prediction-Model Public

    A machine learning project that predicts the presence or absence of heart disease in patients using medical diagnostic features and logistic regression classification.

    Jupyter Notebook

  4. Ecological_Analytics_Website Ecological_Analytics_Website Public

    This is a modern, interactive dashboard for visualizing watershed data analytics, built with React.

    JavaScript 1

  5. Data-Visualization-World-Happiness-Dataset Data-Visualization-World-Happiness-Dataset Public

    A comprehensive Jupyter notebook tutorial demonstrating various data visualization techniques using Python's most popular visualization libraries.

    Jupyter Notebook

  6. Multi-Class-Classification-and-Model-Tuning Multi-Class-Classification-and-Model-Tuning Public

    This project implements and compares three different machine learning models for multi-class classification of student academic performance

    Jupyter Notebook