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\begin{document}
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% ===== HEADER =====
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{\LARGE\sffamily\bfseries Andrew Simonson}\\[3pt]
{\small Data Scientist\enspace|\enspace Machine Learning \& Analytics Engineering}\\[3pt]
{\footnotesize asimonson1125@gmail.com\enspace|\enspace(240)-707-1486\enspace|\enspace\href{https://asimonson.com}{asimonson.com}\enspace|\enspace\href{https://linkedin.com/in/simonsonandrew}{LinkedIn}\enspace|\enspace\href{https://github.com/asimonson1125}{GitHub}}
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\vspace{0.3ex}

% ===== EDUCATION =====
\section{Education}

\textbf{Rochester Institute of Technology} \hfill Rochester, NY\\
\textit{M.S.\ Data Science} (Capstone Fall 2026) \enspace|\enspace \textit{B.S.\ Computer Science}, GPA 3.63, Dean's List (Dec 2024)\\
Dual Cluster in Data Science and AI\enspace|\enspace Minor in International Relations\enspace|\enspace\textbf{UCSanDiegoX Data Science MicroMasters}

\vspace{0.4ex}

% ===== EMPLOYMENT =====
\section{Employment}

\textbf{Data Scientist / Data Engineer}\enspace---\enspace\href{https://www.ecolab.com/}{Ecolab} \hfill January 2024 -- Present\\
\textit{Saint Paul, MN}
\begin{itemize}
\item Developing surge preparation models and analytical tooling under the Data Science Technology Platforms team
\item Liaison for Microsoft in 100-member AI accelerator to develop RushReady AI for the service industry
\item Designed scalable ETL platform to route vendor data with high observability using Azure Data Factory and Databricks
\item Built anomaly detection and recommendation models, increasing speed of service by 20\%
\end{itemize}

\vspace{0.3ex}

\textbf{Data Engineer}\enspace---\enspace\href{https://www.dow.com/en-us.html}{Dow Chemical} \hfill January 2023 -- May 2023\\
\textit{Freeport, TX}
\begin{itemize}
\item Developed automated data processing and analysis tools for Reactive Chemistry analysts, replacing 4 deprecated tools
\item Designed report abstraction pipeline preserving data integrity across 9 experimental variations
\item Product became the interdepartmental data standard, saving {>}1,020 hours (\textasciitilde0.65 FTE) annually
\end{itemize}

\vspace{0.4ex}

% ===== PROJECTS =====
\section{Projects}

\textbf{Human vs AI Code Smell Study}\enspace(\href{https://asimonson.com}{asimonson.com})
\begin{itemize}
\item Analyzed 85K+ code definitions comparing AI vs human code maintainability via static analysis and non-parametric statistics
\item Found AI code carries 3--4x more structural debt invisible to reviewers; recommends automated quality gates for AI-generated PRs
\end{itemize}

\vspace{0.2ex}

\textbf{Generalized Trust Review}\enspace(\href{https://asimonson.com}{asimonson.com})
\begin{itemize}
\item Cross-national correlation analysis (r=0.624, p{<}0.001) of media and science trust across 128 countries with subgroup OLS regression
\item Trust transfer attenuates 5.7x in low-press-freedom regimes; quartile progression from 12.3\% to 26.2\%
\end{itemize}

\vspace{0.2ex}

\textbf{Antietam Watershed Monitoring}
\begin{itemize}
\item ArcGIS choropleth dashboard monitoring stream temps and biotic indices across Upper Potomac sub-watersheds
\item Flags exceedances against 90th-percentile thresholds for state environmental review
\end{itemize}

\vspace{0.2ex}

\textbf{Slate}\enspace(\href{https://github.com/asimonson1125/Slate}{GitHub})
\begin{itemize}
\item Surfaces optimal meeting windows by vectorizing iCalendar data into discrete-time signals with weighted constraint scoring
\item Periodic fold analysis across weeks reveals recurring availability trends for 80-member org
\end{itemize}

\vspace{0.4ex}

% ===== SKILLS =====
\section{Skills}

\textbf{Languages:} Python, SQL, R, MATLAB, JavaScript, Rust, C\#, \LaTeX{}\\
\textbf{Platforms \& Tools:} MS Azure, Databricks, Apache Spark, Docker, Kubernetes, ArcGIS\\
\textbf{Methods:} Machine Learning, Data Mining, PyTorch, Pandas, Scikit-Learn

\vspace{0.4ex}

% ===== ACTIVITIES =====
\section{Activities}

\textbf{Computer Science House}\enspace---\enspace E-Board \& Presenter\enspace(\href{https://csh.rit.edu}{csh.rit.edu}) \hfill Aug 2021 -- Present\\
\textit{Rochester, NY}
\begin{itemize}
\item Presented seminars on web scraping, analytics, GIS
\item Built and maintained web services for 80+ members
\end{itemize}

\vspace{0.4ex}

% ===== CERTIFICATIONS & AWARDS =====
\section{Certifications \& Awards}

\textit{Certified by Databricks:}\enspace\textbf{ML Model Deployment}, \textbf{Retrieval Agents}, \textbf{MLOps}\\
\textit{Certified by Microsoft:}\enspace\textbf{Data Analysis} Career Essentials, \textbf{Docker} Foundations\\[2pt]
\textit{Hackathon Awards:}\enspace\textbf{CSHacks} -- Best Use of AI (Paychex)\enspace|\enspace\textbf{Tiger Games} -- Social Impact Winner\enspace|\enspace\textbf{HACK.COMS '24} -- Accessibility Winner

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