pre-capstone revision

variants/academic-clean/main.tex

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+%% Academic Clean CV — standalone, single-column, black & white
+%% Compiles with pdflatex
+\documentclass[10pt,letterpaper]{article}
+
+\usepackage[margin=0.45in,top=0.4in,bottom=0.4in]{geometry}
+\usepackage{microtype}
+\usepackage[none]{hyphenat}
+\usepackage{enumitem}
+\usepackage{titlesec}
+\usepackage{hyperref}
+\usepackage{xcolor}
+\usepackage{tabularx}
+
+% Pure black and white
+\definecolor{black}{HTML}{000000}
+\hypersetup{colorlinks=true,urlcolor=black,linkcolor=black}
+
+% Fonts: Computer Modern (default) for body, sans-serif for headers
+\usepackage{lmodern}
+\renewcommand{\familydefault}{\rmdefault}
+
+% Section formatting: sans-serif bold with horizontal rule
+\titleformat{\section}{\normalsize\sffamily\bfseries\uppercase}{}{0em}{}[\vspace{-0.6ex}\rule{\textwidth}{0.4pt}]
+\titlespacing{\section}{0pt}{0.6ex plus 0.1ex}{0.3ex plus 0.1ex}
+
+% Tight lists
+\setlist[itemize]{nosep,left=1.2em,label=\textbullet,itemsep=0pt,parsep=0pt,topsep=0pt}
+
+% No page numbers
+\pagestyle{empty}
+
+% Compact paragraphs
+\setlength{\parindent}{0pt}
+\setlength{\parskip}{0pt}
+
+\begin{document}
+\small
+
+% ===== HEADER =====
+\begin{center}
+{\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}}
+\end{center}
+
+\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
+
+\end{document}