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All Projects

Everything that I've built, from university coursework to things I made. Use the filters to narrow the list down by topic or by the tools involved.

Topic

    Technology

      Playing Minesweeper with Computer Vision

      A bot that plays Clean Minesweeper from screenshots alone - no APIs and no save files - with an overlay that explains the reasoning behind every move it makes.

      • Computer Vision
      • Explainable AI
      • Python
      • OpenCV
      • Tesseract OCR
      • PyAutoGUI
      • Tkinter
      View details

      X Engagement Dashboard

      A role-based dashboard built with Flask using a MySQL database that lets a manager see how their social media team is performing and how that impacts the account.

      • Dashboard
      • Team Analytics
      • Python
      • Flask
      • MySQL
      • Chart.js
      • Docker
      • Caddy
      • Tampermonkey
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      An Analysis of Word Embeddings and Prompting Techniques on PubMedQA

      Conducted experiments that investigated the ability for a model to accurately classify a medical research question with yes or no answers.

      • Natural Language Processing
      • Python
      • PyTorch
      • Scikit-learn
      • HuggingFace
      • GloVe
      • Word2Vec
      • Llama 3.2
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      Exercise and Body Weight During Post-Chemotherapy Recovery: An N-of-1 Study

      Self-directed n-of-1 statistical study, built from 2.5 years of daily self-tracked data.

      • Applied Statistics
      • Python
      • Pandas
      • NumPy
      • SciPy
      • Matplotlib
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      Customer Segmentation with Clustering

      Segmented ~66,000 customers from a dataset containing a million transactions into distinct groups using K-Means, allowing for targeted marketing.

      • Unsupervised Learning
      • Python
      • Scikit-learn
      • K-Means
      • PCA
      • t-SNE
      View details