cv.latex

gistfile1.txt

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%---------------------------------------------------
%%%%%%  CV STARTS HERE  %%%%%%%%%%%%%%%%%%%%%%%%%%%%


\begin{document}
%-------------HEADING-----------------
% \begin{tabular*}{\textwidth}{l@{\extracolsep{\fill}}r}
%   \textbf{\href{https://github.com/toandaominh1997}{\Large Henry Dao}} & Email : \href{mailto:toandaominh1997@gmail.com}{toandaominh1997@gmail.com}\\
%   \href{https://github.com/toandaominh1997}{https://github.com/toandaominh1997} & Mobile : +84-865-491-347 \\
% \end{tabular*}

\begin{center}
    {\Huge \scshape Toan Dao(Henry)} \\ \vspace{4pt}
    % 123 Street Name, Town, State 12345 \\ 
    \small \raisebox{-0.1\height}\faPhone\ +84-865-491-347 \href{mailto:toandaominh1997@gmail.com}{\raisebox{-0.2\height}\faEnvelope\  \underline{toandaominh1997@gmail.com}} ~ 
    \href{https://linkedin.com/in/toandaominh1997/}{\raisebox{-0.2\height}\faLinkedin\ \underline{toandaominh1997}}  ~
    \href{https://github.com/toandaominh1997}{\raisebox{-0.2\height}\faGithub\ \underline{github.com/toandaominh1997}}
    \vspace{-8pt}
\end{center}
\vspace{2pt}
%-----------EXPERIENCE-----------------
\section{Experience}
\vspace{2pt}
\resumeSubHeadingListStart
    \resumeSubheading
        {One Mount Group - VinGroup}{Ho Chi Minh City, Vietnam}
        {Data Scientist}{Oct 2019 \textbf{--} Present}
        \resumeItemListStart
            \resumeItem{Worked closely with the product team to build a real-time model of Frequency Bought Together recommendations on the cart pages using feature embedding, approximate nearest neighbors increased AOV by 10\%.}
            \resumeItem{Developed and experimented with Ensemble of Graph Embedding and Sequence-Based Recommendation that increased conversation rate by 4\% for Discount Product Recommendation.}
            \resumeItem{Utilized XGBoost to develop Uplift model for personalization campaign that help decrease cost-per-order by 60\% and a double customer transaction frequency per month compared to traditional campaigns.}
            \resumeItem{Designed \& developed machine learning framework to deploy and manage models on production that reduced time in deployment by 50\% and enable other data scientists to quickly build, test and deploy standardized data flows.}
        \resumeItemListEnd
    \vspace{5pt}
    \resumeSubheading
        {Funix University}{Ho Chi Minh City, VietNam}
        {Data Science Mentor}{Aug 2019 \textbf{--} Jun 2021}
        \resumeItemListStart
            \resumeItem{Collaborated with an instructor and 5 other mentors to lead guide assignments and answer 60+ student’s questions.}
        \resumeItemListEnd
    \vspace{2pt}
    \resumeSubheading
        {Cinnamon}{Ho Chi Minh City, VietNam}
        {AI Researcher}{Jan 2019 \textbf{--} Oct 2019}
        \resumeItemListStart
            \resumeItem{Research algorithms and implemented OCR, Spelling Correction by RCNN model that improved 7\% accuracy and achieved state-of-the-art model in a private dataset of the company.}
            \resumeItem{Worked closely with 3 other researchers to build an end-to-end model for text detection and text recognition that help reduce 10\% parameter of the model and optimized 25\% costs on the google cloud platform.}
      \resumeItemListEnd
    \vspace{2pt}
    \resumeSubheading
        {GameLoft}{Ho Chi Minh City, VietNam}
        {Software Engineer}{May 2018 \textbf{--} Dec 2018}
        \resumeItemListStart
            \resumeItem{Incorporated with 3 software engineers to redesign leaderboard module in Java, Redis that improved 30\% runtime.}
            \resumeItem{Integrated CI/CD by Jenkin to automated build, test, and deploy in Dungeon Hunter Game.}
        \resumeItemListEnd
    \vspace{2pt}
    \resumeSubheading
        {FPT Software}{Ho Chi Minh City, VietNam}
        {Software Engineer}{Dec 2017 \textbf{--} May 2018}
        \resumeItemListStart
            \resumeItem{Utilized parallelization to speed up data processing and algorithms by 5x.}
            \resumeItem{Implemented REST API to aggregate 20+ metrics in system monitor.}
        \resumeItemListEnd

\resumeSubHeadingListEnd


%-----------PROJECTS AND LEADERSHIP-----------------
\vspace{-10pt}
\section{Projects And Leadership}
\vspace{1pt}
\resumeSubHeadingListStart
    \resumeProjectHeading
        {\textbf{EfficientDet.Pytorch(1k4 star on Github)} $|$ \emph{\href{https://github.com/toandaominh1997/EfficientDet.Pytorch}{\color{blue}GitHub}}}{}
        \resumeItemListStart
            \resumeItem{Implemented EfficientDet model from scratch using Pytorch to training, evaluation, and inference on most datasets.}
            \resumeItem{Worked closely with a friend at Shanghai JiaoTong University to compress 15\% parameters without losing accuracy.}
        \resumeItemListEnd
    \vspace{-2pt}
    \resumeProjectHeading
    {\textbf{Shopee Code League}$|$ \emph{\href{https://www.kaggle.com/competitions/shopee-product-detection-open}{\color{blue}Kaggle}}}{}
        \resumeItemListStart
            \resumeItem{Led a team of 4 data scientists to research and develop multi-label classification using Pytorch.}
            \resumeItem{Placed \textbf{1\% percentile} from 650 teams of detect real product on Shopee with an accuracy of more than 84\%.}
        \resumeItemListEnd
    
\resumeSubHeadingListEnd

%-----------HONORS AND AWARDS-----------------
\section{Honors And Awards}
\vspace{2pt}
  \resumeSubHeadingListStart
    \resumeSubItem{Olympiad in Informatics:  }{Top \textbf{5th} of 120 students in Competitive Programming at University of Science 2017.}
    \vspace{2pt}
    \resumeSubItem{Two Sigma:  }{Top \textbf{1\% percentile} from 3000 teams using news to predict stock movements on \textbf{Kaggle}.}
  \resumeSubHeadingListEnd

%-----------EDUCATION-----------------

\section{Education}
\vspace{2pt}
  \resumeSubHeadingListStart
    \resumeSubheading
      {University Of Science}{Vietnam National University}
      {B.S.E in Computer Science}{2015 \textbf{--} 2019}
  \resumeSubHeadingListEnd

%--------PROGRAMMING SKILLS------------
\section{Skills}
\vspace{2pt}
\resumeSubHeadingListStart
        \resumeSubItem{Languages: }{Python, SQL, C/C++, Java, Go, JavaScript, Scala.}
        \vspace{2pt}
        \resumeSubItem{Technologies: }{Pytorch, Tensorflow, Django, FastAPI, Spark, Kafka, Redis, gRPC, Neo4J, Kubernetes, Kubeflow.} 
        \vspace{2pt}
        \resumeSubItem{Data Science \& Miscellaneous Technologies: }{Machine Learning, Deep Learning, A/B Testing, ETL, Probability\&Statistics, Experiment Design, OOP, Design Pattern, System Design.}
\resumeSubHeadingListEnd 
%-------------------------------------------
\end{document}