resume.tex

%-------------------------------------
% Resum in LaTeX (XeLaTeX)
% Author:  John Doe
% Base on: https://www.some-resume-template.com
% License: MIT
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\documentclass[a4paper, 10pt]{article}
\usepackage[english]{babel}
\usepackage{resume}  % Style package

% --------------------  START  --------------------
\begin{document}

% -------------------- HEADING --------------------
\begin{flushright}
        \setstretch{0.6}
        \item (+1) 123-456-7890
        \item john.doe@email.com
        \item https://www.johndoe-portfolio.com
\end{flushright}\vspace{-45pt}

\begin{flushleft}  % Replace here with your name
        {\fontsize{30pt}{30pt}\selectfont \textsc{John Doe}}
        \noindent\rule{\textwidth}{0.4pt}
\end{flushleft}

% -------------------- WORK --------------------
\sectionBlock{
        \section{WORK EXPERIENCE}
}{
        \workHeading
        {ABC Technologies, New York, USA}{Data Scientist}{2018.06 - Present}
        \itemListStart
        \item{Developed machine learning models for predictive analytics, resulting in a 25\% increase in accuracy for business decision-making.}
        \item{Led a team of 5 data scientists to deploy a scalable data pipeline for processing and analyzing over 1 million data points daily.}
        \item{Implemented deep learning models using TensorFlow for customer segmentation, achieving a 15\% improvement in marketing campaign performance.}
        \itemListEnd
        \workHeading
        {XYZ Analytics, San Francisco, USA}{Machine Learning Engineer}{2016.01 - 2018.05}
        \itemListStart
        \item{Built and deployed a real-time recommendation engine using collaborative filtering and matrix factorization, boosting user engagement by 30\%.}
        \item{Optimized data processing workflows with Apache Spark, reducing processing time by 40\%.}
        \item{Collaborated with cross-functional teams to integrate machine learning solutions into existing software products, ensuring smooth deployments.}
        \itemListEnd
}

% -------------------- PROJECTS --------------------
\sectionBlock{
        \section{PROJECTS}
}{
        \projHeading
        {Fraud Detection System}{2021.02 - 2022.04}
        {Developed an end-to-end fraud detection system for a financial services client.}
        \itemListStart
        \item{Utilized anomaly detection techniques and ensemble models, reducing false-positive rates by 20\%.}
        \item{Integrated the system into the client's existing infrastructure, ensuring real-time fraud alerts.}
        \itemListEnd

        \projHeading
        {Customer Churn Prediction}{2019.07 - 2020.12}
        {Designed and implemented a customer churn prediction model for a subscription-based service.}
}

% -------------------- TECHNICAL SKILLS --------------------
\sectionBlock{
        \section{TECHNICAL SKILLS}
}{
        \skillListStart
        \justifying
        \skillItem {\emph{Programming}}{Python, R, SQL, Java}
        \skillItem {\emph{Machine Learning}}{Scikit-learn, TensorFlow, PyTorch, XGBoost}
        \skillItem {\emph{Data Visualization}}{Matplotlib, Seaborn, Tableau, Power BI}
        \skillItem {\emph{Big Data}}{Apache Spark, Hadoop, AWS, Azure}
        \skillItem {\emph{Version Control}}{Git, SVN}
        \skillItem {\emph{Development Tools}}{Jupyter Notebook, PyCharm, VS Code}
        \skillListEnd
}

% -------------------- AWARDS & HONORS --------------------
\sectionBlock{
        \section{AWARDS\\AND\\HONORS}
}{
        \awardListStart
        \justifying
        \item Certified Data Scientist Professional \hfill 2023
        \item AWS Certified Machine Learning – Specialty \hfill 2022
        \item Best Employee of the Year \hfill 2021
        \item Winner of Kaggle Competition on Predictive Analytics \hfill 2020
        \item TensorFlow Developer Certification \hfill 2019
        \awardListEnd
}

% -------------------- EDUCATION --------------------
\sectionBlock{
        \section{EDUCATION}
}{
        \eduHeading
        {Stanford University}{2014.09 - 2016.06}
        {Master of Science in Computer Science}
        \eduHeading
        {University of California, Berkeley}{2010.09 - 2014.06}
        {Bachelor of Science in Data Science}
}

\end{document}