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\begin{document}

% contact information
\begin{center}
  \textbf{\LARGE\scshape Jackson Hall} \\
  \vspace{1pt}\small
  Machine Learning Engineer / Data Scientist \\
  \vspace{1pt}\small
  \href{mailto:jacksonthall22@gmail.com}{jacksonthall22@gmail.com}
  $\ \diamond\ $ 
  (802) 356-4622
  $\ \diamond\ $
  New York City
  $\ \diamond\ $
  \href{https://github.com/jacksonthall22}{GitHub}
  $\ \diamond\ $
  \href{https://linkedin.com/in/jackson-t-hall}{LinkedIn}
\end{center}

\section{Education}
\cvheadingstart
  \cvheading
    {University of Vermont Honors College}{Burlington, VT}
    {B.S. in Computer Science, GPA: 3.4}{Sep 2018 -- Mar 2022}
  \cvitemstart
    \cvitem{Honors Thesis: \textit
    {The Introspective Case Study Framework: Crowdsourced Introspection as a Research Pipeline for Humanlike General Intelligence}
    (\href{https://tinyurl.com/ICSFramework}{https://tinyurl.com/ICSFramework})}
  \cvitemend
\cvheadingend

\section{Work Experience}
\cvheadingstart
  \cvheading
    {Flipmine.com}{Half-time}
    {Data Scientist \& Machine Learning Engineer}{Jan 2024 -- Present}
  \cvitemstart
    \cvitem{Using deep learning to improve product matching and recommendation algorithms}
    \cvitem{Implementing custom ML architectures and ELT training pipelines from scratch}
    \cvitem{Using Docker and nginx to scale backend resources}
    \cvitem{Reduced calls to 3rd party APIs by 10x with custom-built cache servers}
  \cvitemend

  \cvheading
    {Hyprchs.com}{Side project}
    {Founder}{Jun 2023 -- Present}
  \cvitemstart
    \cvitem{Creating a suite of chess improvement tools infused with generative AI}
    \cvitem{Designing thoughtful user experiences with a SvelteKit + TS stack}
    \cvitem{Building and training HyprGM, a custom multimodal LLM for chess instruction, using open-source parts}
    \cvitem{Using computer vision (YOLOv8) to extract chess positions from freely available instructional chess videos, timestamping and aligning each change to the transcript}
  \cvitemend

  \cvheading
    {Dynamic Organics}{Full-time}
    {Machine Learning Engineer}{Jan 2023 -- Apr 2023}
  \cvitemstart
    \cvitem{Researched \& implemented state-of-the-art ML algorithms for multivariate time-series forecasting and hierarchical reconciliation of forecasts}
    \cvitem{Improved mean absolute percentage error (MAPE) by over three percentage points (5\% to 1.5\%)}
    \cvitem{Cleaned and organized data from a \textasciitilde{}5TB database}
    \cvitem{Designed a custom ML architecture leveraging several datasets, some with a time-series structure and others with graphical or hierarchical structures}
  \cvitemend

  \cvheading
    {Aimchess.com}{Full-time}
    {Senior Python Developer}{May 2021 -- Nov 2022}
  \cvitemstart
    \cvitem{Designed chess-specific data structures and graph search algorithms to extract metrics on hundreds of thousands of user chess games while balancing constraints like accuracy, understandability, runtime, and compute cost}
  \cvitemend
\cvheadingend

\section{Skills}
\textbf{Programming \& Tools:} Git, Python, TypeScript, Jupyter, C++, Java, Flask, Svelte(Kit), SQL/NoSQL \\
\textbf{ML \& AI:} PyTorch, TensorFlow, Pandas, Numpy, Matplotlib, LLMs, Ollama, Transformer families, Multimodal architectures, RAG, Vector DBs, Embedding spaces, AI/ML system design, Geometric foundations of deep learning and generalization/AGI \\
\textbf{Other:} Spanish (11yr), Chess (2300+ on Lichess)

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