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main.tex
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%-------------------------
% Resume Template
% Author : Orest Tokovenko
% Github : https://github.com/oresttokovenko
% License : MIT
% Type: Professional Developer
%------------------------
%-------------------------------------------------------------------------------
% Document & Class
%-------------------------------------------------------------------------------
\documentclass[letterpaper]{resume_config}
% NOTE: <- font size adjustment is available in the resume_config.cls file on the left hand side. ex. \LoadClass[#pt]{article} where # is 10, 11 or 12
% NOTE: If you need to adjust the space between any two lines, use this function: \vspace{#pt} where # is your number. ex. \vspace{-5pt} decreases the space between lines
%-------------------------------------------------------------------------------
% Resume Starts Here
%-------------------------------------------------------------------------------
\usepackage{xcolor}
\definecolor{light-gray}{gray}{0.95}
\newcommand{\code}[1]{\colorbox{light-gray}{\texttt{#1}}}
\begin{document}
\Header
{Zane Dufour} % name
{Detroit, MI} % city, province
{310-600-8638} % phone number
{[email protected]} % email
{zane-dufour-74023872} % https://linkedin.com/in/_______
{znd4} % https://github.com/_______
[znd4.github.io] % website - this parameter is optional, removing it won't impact the function's behavior
%-------------------------------------------------------------------------------
% Work Experience
%-------------------------------------------------------------------------------
\section{Work Experience}
\WorkExperience
{AI Senior Software Engineer} % job title
{Volkswagen Group of America} % company name
{June 2023 --- Present} % beginning and end of employment. If currently employed write " -- Present"
{Remote} % city, country of employment
{
\item Built cloud-native ML application development platform. Deployed k8s, ArgoCD, kubeflow, and opentelemetry.
\item Migrated docker-compose development environments to k8s using skaffold and jsonnet.
}
\WorkExperience
{Senior Software Engineer, Backend} % job title
{\href{https://www.aspiration.com/}{Aspiration}} % company name
{January 2022 --- May 2023} % beginning and end of employment
{Remote} % city, country of employment
{
\item Implemented CircleCI Orb to install and run \code{pre-commit} hooks to enforce code quality tools in CI pipelines.
\item Introduced end-to-end tests to serverless functions using \code{sam local invoke}, ending a series of damaging incidents caused by faulty Lambda configurations being merged into \code{main} without being tested.
\item Spearheaded wider adoption of \textit{distributed tracing} by contributing Datadog APM Twirp middleware to the org's shared middleware library.
\item Used Snowflake to diagnose a low-probability bug that was causing some customers to be overcharged.
\item Created Backstage onboarding workflow to streamline adoption of the new development platform.
\item Developed customer-facing gRPC services with golang, kubernetes, terraform, and AWS Lambda.
}
\WorkExperience
{Tech Lead - MLOps} % job title
{\href{https://www.ford.com/}{Ford Motor Company}} % company name
{February 2020 --- January 2022} % beginning and end of employment
{Dearborn, MI / Remote} % city, country of employment
{
\item Promoted use of modern python development tools, including \code{poetry}, \code{black}, \code{pre-commit}, and \code{tox}
\item Mentored a growing team of 5--10 Data Scientists and Software Engineers.
\item Designed a system to streamline the request of new pypi packages / versions, saving hundreds of labor hours.
\item Built a POC python SDK for Ford's ML platform.
\item Deployed >10 ML models to production, using scikit-learn, tensorflow, datarobot, and xgboost.
\item Wrangled data with kubernetes, pandas, dask, dagster, airflow, and argo workflows.
}
\WorkExperience
{Data Scientist} % job title
{\href{https://www.ford.com/}{Ford Motor Company}} % company name
{November 2017 --- February 2020} % beginning and end of employment
{Dearborn, MI} % city, country of employment
{
\item Used pyspark / SparkML to train and score a likelihood-to-purchase model on ~100M non-customers.
\item Converted ad-hoc notebooks into production-ready, version-controlled code.
\item Contributed a python package to simplify the process of instantiating a pyspark driver on Ford's on-prem computing cluster.
\item Drove adoption of test-driven-development and static code analysis for python libraries, data pipelines, and Flask services.
}
\WorkExperience
{Software Engineer Intern} % job title
{\href{https://sites.disney.com/waltdisneyimagineering/}{Walt Disney Imagineering}} % company name
{June --- September 2017} % beginning and end of employment
{Glendale, CA} % city, country of employment
{
\item Contributed to \href{https://en.wikipedia.org/wiki/Projection_mapping}{projection mapping} software that is used by many attractions that are each worth over \$100M.
}
\WorkExperience
{Software Engineer Intern} % job title
{\href{https://intel.com}{Intel}} % company name
{June --- September 2017} % beginning and end of employment
{Glendale, CA} % city, country of employment
{
\item Worked on desktop application used to control advanced electronics manufacturing robot.
}
\vspace{-10pt}
%-------------------------------------------------------------------------------
% Certifications
%-------------------------------------------------------------------------------
% \section{Certifications}
% \Certification
% {Certified Developer - Associate} % credential name
% {Amazon Web Services (AWS)} % issuing institution
% {Aug 2021} % date of completion
% \vspace{-7pt}
%-------------------------------------------------------------------------------
% Education
%-------------------------------------------------------------------------------
\section{Education}
\EducationExperience
{University of California, Berkeley} % school name
{BA Applied Math, BA Physics} % credential name
{May 2017} % date of graduation
{Berkeley, CA} % city, country of school
\vspace{-14pt}
%-------------------------------------------------------------------------------
% Skills
%-------------------------------------------------------------------------------
\section{Skills}
\vspace{1pt}
\SkillList{
\SkillItem{Languages}{: Python, Golang, Lua, Nix, C\texttt{++}, Rust}
\SkillItem{Frameworks}{: flask, fastapi, twirp, typer (CLI)}
\SkillItem{Databases}{: PostgreSQL, Hive, Snowflake}
\SkillItem{Platforms}{: AWS, GCP, Kubernetes}
}
\end{document}
%-------------------------------------------------------------------------------
% Resume Ends Here
%-------------------------------------------------------------------------------