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resume.tex
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resume.tex
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% Medium Length Professional CV
% LaTeX Template
% Version 2.0 (8/5/13)
%
% This template has been downloaded from:
% http://www.LaTeXTemplates.com
%
% Original author:
% Trey Hunner (http://www.treyhunner.com/)
%
% Important note:
% This template requires the resume.cls file to be in the same directory as the
% .tex file. The resume.cls file provides the resume style used for structuring the
% document.
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%----------------------------------------------------------------------------------------
% PACKAGES AND OTHER DOCUMENT CONFIGURATIONS
%----------------------------------------------------------------------------------------
\documentclass[hidelinks]{resume} % Use the custom resume.cls style
\usepackage[left=0.6in,top=0.5in,right=0.6in,bottom=0.5in]{geometry} % Document margins
\usepackage{hyperref}
\name{Erik Hasse} % Your name
\personaltitle{Ph.D.}
\address{\href{mailto:erik.g.hasse@gmail.com}{erik.g.hasse@gmail.com}} % Your address
\address{507~$\cdot$~995~$\cdot$~3159} % Your phone number and email
\begin{document}
%----------------------------------------------------------------------------------------
% SUMMARY
%----------------------------------------------------------------------------------------
\begin{rSection}{Summary}
Machine Learning Engineer passionate about deploying scientific computing into the real world.
Experienced in Python and Scala with a focus on time series forecasting and optimization.
Excited about sharing knowledge and helping the team succeed.
\end{rSection}
%----------------------------------------------------------------------------------------
% TECHNICAL STRENGTHS SECTION
%----------------------------------------------------------------------------------------
\begin{rSection}{Technical Skills}
\begin{tabular}{ @{} >{\bfseries}l @{\hspace{6ex}} l }
Languages &
Python (8 years), SQL (5 years), Scala (1 year)
\\[5pt]
Python packages & \begin{tabular}[t]{@{}l@{}}
Pandas, NumPy, Scikit-Learn, Plotly, Matplotlib, Pydantic, FastAPI,\\
Streamlit, Django ORM, SQLAlchemy, Pytest, Scalene
\end{tabular}\\[18pt]
Scala packages & \begin{tabular}[t]{@{}l@{}}
Akka, Akka-HTTP, Tapir, Circe, gRPC, Scalatest\\
\end{tabular}\\[5pt]
Tools & \begin{tabular}[t]{@{}l@{}}
Bash, Git, Docker, Jenkins, Github Actions, Jira, MLFlow,\\
Cloud providers (AWS, GCP, Azure)\\
\end{tabular}
\end{tabular}
\end{rSection}
%----------------------------------------------------------------------------------------
% WORK EXPERIENCE SECTION
%----------------------------------------------------------------------------------------
\begin{rSection}{Relevant Experience}
\begin{rSubsection}{Fermata Energy}{Vehicle-to-everything platform provider}{Staff Machine Learning Engineer}{August 2022-Present}
\item Design and implement a package for simulating bidirectional electric vehicle chargers in Python to support market research, model development, and site optimization
\item Integrate backend services with third-party APIs to receive signals from utilities and market operators
\item Develop an orchestration service in Scala to conditionally run optimization models
\item Deploy models and optimization services into a production environment using REST APIs, gRPC services, and Argo Workflows
\item Support team members through code reviews, pair programming, and sharing best practices
\end{rSubsection}
\begin{rSubsection}{Lowe's Home Improvement}{Nationwide retailer}{Lead Machine Learning Engineer}{December 2019-July 2022}
\item Developed a platform for data scientists to track, store, and deploy their models as an API
\item Implemented time series models predicting sales of thousands of items across 1700 stores to optimize workforce scheduling, improving margins by over \$10 million per year
\item Created a platform for automating forecasting and time series anomaly detection and provided other data scientists with tools to build models on this platform
% \item Developed production ready code using tools such as Pytest, Jenkins, and Git
% \item Supported team members by assisting with code quality and developing Python packages to simplify repetitive tasks
\end{rSubsection}
\begin{rSubsection}{Freddie Mac}{Mortgage backer and insurer}{Senior Data Scientist}{October 2018-December 2019}
% \item Analyzed hundreds of gigabytes of behavioral and economic data to ensure data quality
% \item Assisted with development of models by validating methodology and simplifying feature engineering
% \item Managed a data governance program to maintain documentation and quality for data in production environments
\end{rSubsection}
% \begin{rSubsection}{The Data Incubator}{June 2018-August 2018}{Fellow}{Washington, D.C.}
% \item Selected as one of approximately 30 Fellows from a pool of more than 3,000 applicants
% \item Worked collaboratively on weekly projects using SciKit-Learn, Spark, SQL, and other technologies to analyze a total of 20 GB of data
% \item Developed a capstone project which analyzed 32,000 Reddit posts to make recommendations
% \end{rSubsection}
\begin{rSubsection}{University of Iowa}{}{Mathematics Teaching Assistant}{August 2013-May 2018}
% \item Helped more than 500 students succeed in math courses from remedial to graduate levels
% \item Developed interpersonal skills via small group tutoring and leading classes of up to 40 students
% \item Provided accurate and prompt feedback on homework, quizzes, and exams for up to 90 students per semester
\end{rSubsection}
%------------------------------------------------
%\begin{rSubsection}{John Deere Electronic Solutions}{October 2010 - September 2011}{Software Design Intern}{Fargo, ND}
%\item Wrote C++ programs to control test equipment such as 150 ampere batteries
%\item Ran tests on production code and reported bugs with potential fixes
%\item Assisted in creating documentation, including writing requirements and developing tests
%\end{rSubsection}
%------------------------------------------------
\end{rSection}
%----------------------------------------------------------------------------------------
% EDUCATION SECTION
%----------------------------------------------------------------------------------------
\begin{rSection}{Education}
{\bf University of Iowa}\\
{\em Ph.D. in Mathematics}\hfill August 2018\\
{\em M.S. in Mathematics}\hfill May 2013%\\
%Dissertation Title: {\sl Lowest Terms in Commutative Rings}
{\bf North Dakota State University}\\
{\em B.S. in Mathematics, Minor in Computer Science}\hfill May 2013\\
\end{rSection}
%----------------------------------------------------------------------------------------
% EXAMPLE SECTION
%----------------------------------------------------------------------------------------
%\begin{rSection}{Section Name}
%Section content\ldots
%\end{rSection}
%----------------------------------------------------------------------------------------
\end{document}