debjyoti_paul_cv_2018.tex

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\begin{document}
\makeheading{\Large{Debjyoti Paul}}

\section{Contact}
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130 S 800 E APT 101  & \faHome ~ \href{http://www.cs.utah.edu/~deb}{\url{www.cs.utah.edu/\~deb}}  \\
        Salt Lake City   & \faEnvelope ~ \href{mailto:deb@cs.utah.edu}{\url{deb@cs.utah.edu}}\\
        ZIP: 84102  &  \faLinkedin ~ \href{https://www.linkedin.com/in/debjyotipaul385/}{\url{/in/debjyotipaul385/}} \\
        University of Utah & \faGithub ~ \href{https://github.com/debjyoti385}{\url{www.github.com/debjyoti385}} \\
        USA     &  \faPhone ~ \texttt{+1 385 E1E-7219} \\
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\section{ Research Interests}
%
Spatio-Temporal Data Analysis, Social Media Analysis, Healthcare Analytics, Machine Learning, \\Representation Learning, Data Visualization
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\section{ Education}
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\textbf{[2015-2019] PhD.,} \href{http://www.cs.utah.edu/}{\textbf{University of Utah, School of Computing}},
Salt Lake City, Utah, USA\\
\vspace{-2mm}
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\begin{tabular}[t]{@{}p{24pt}p{\rcollength+200pt}}
        Major    &: \href{http://cs.utah.edu/}{{Computer Science \& Engineering}} \\
        Advisor &: \href{http://www.cs.utah.edu/~lifeifei/}{\em Prof. Feifei Li} \\
        Thesis   &: \emph{Semantic aware Spatio Temporal Data Analysis } \\
        GPA      &: {\em 3.96/4.0} \\[5pt]
\end{tabular}
\vspace{0.1cm}

\textbf{[2011-2013] Masters of Technology,} \href{http://www.iitk.ac.in/}{\textbf{Indian Institute of Technology Kanpur}},
Kanpur, India\\
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        Major    &: \href{http://cse.iitk.ac.in/}{\em Computer Science \& Engineering} \\
        Advisor  &: \href{}{\em Late Professor  Sanjeev K Aggarwal}\\
        Thesis   &: \emph{Multi-constraint Job scheduling in Grid Computing} \\
        GPA      &: {\em 8.67/10.0 (Rank: 3) } \\[5pt]
\end{tabular}
\vspace{0.1cm}

\textbf{[2007-2011] Bachelors of Technology}, \href{http://www.wbut.ac.in/}{\textbf{West Bengal University of Technology}},  Kolkata, India
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        Major   &: \href{http://cse.iitk.ac.in/}{\em Computer Science \& Engineering} \\
        College &: \href{http://www.iemcal.com/}{\emph{Institute of Enginering and Management}}\\
        CGPA    &: {\em 8.93/10 (Rank: $< 10$)} \\[5pt]
\end{tabular}
\vspace{0.1cm}


\section{Work Experience}
\textbf{[2019] Alibaba Group.}, Research Summer Internship, Sunnyvale, United States
\vspace{-2mm}
\begin{outerlist}
\item[] Research: Database tuning with Machine Learning for special workloads.
\end{outerlist}
\vspace{1mm}

\textbf{[2018] Facebook, Inc.}, Research Summer Internship, Seattle, United States
\vspace{-2mm}
\begin{outerlist}
\item[] Research: Machine Learning techniques for Search Ranking improvements.
\end{outerlist}
\vspace{1mm}

\textbf{[2017] Amazon AI Research}, Research Summer Internship, New York, United States
\vspace{-2mm}
\begin{outerlist}
\item[] Research: Hyperparameter optimization with {\sc MxNet}.
\end{outerlist}
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\textbf{[2013-2015] \href{http://www.flipkart.com/}{Flipkart}}, Data Engineer, Bangalore, India
\vspace{-2mm}
\begin{outerlist}
\item[] Served as data engineer at data platform team \href{http://www.flipkart.com}{\emph{flipkart.com}}, India's biggest e-commerce company.\\ [-6mm]
\item[] Facilitated scalable environment for Big data analytics with processing pipelines for batch and stream.
\end{outerlist}

\section{Theses}
\textbf{[2019]  PhD Thesis, Advisor: \href{http://www.cs.utah.edu/~lifeifei}{Dr. Feifei Li}}\\
{\em \textbf{Semantic aware Spatio Temporal Data Analysis.}(In Progress)}\\
% \vspace{0.05cm}\\
 The objective is to explore the possibilities of using spatio-temporal data efficiently for understanding crowd behaviour, social dynamics and crowd sentiments through upsurging events.\vspace{0.1cm}\\
% \vspace{0.05cm}\\
% schedule Jobs on Grid Computing to achieve maximum utilization of resources with energy efficient approach. Modeling real world computing \& storage grid on Multi-objective Evolutionary Algorithm satisfying hard constraints on jobs constraints, resources constraints, and soft constraints on cost, and energy consumption.
\textbf{[2013]  M.Tech Thesis, Advisor: \href{http://www.cse.iitk.ac.in/users/ska}{Late Dr. Sanjeev Kumar Aggarwal}}\\
{\em \textbf{Multi-constraint Job scheduling in Grid Computing}}\\
% \vspace{0.05cm}\\
The objective is to efficiently schedule Jobs on Grid Computing to achieve maximum utilization of resources with energy efficient approach. Modeling real world computing \& storage grid on Multi-objective Evolutionary Algorithm satisfying hard constraints on jobs constraints, resources constraints, and soft constraints on cost, and energy consumption.%on NSGA-II. Local optimization using Pareto optimal front, global optimization by applying mutation on population on search space. Also introduced job grouping technique with constraints to accumulate fine grained jobs which keeps processing time as low as possible.
% \vspace{-2mm}
% \begin{outerlist}
% % \item[] \textbf{Multi-constraint Job scheduling in Grid Computing} \\[-1.7em]
% \item[] The objective is to efficiently schedule Jobs on Grid to achieve maximum utilization of resources with energy efficient approach. Modeling real world computing \& storage grid on Multi-objective Evolutionary Algorithm satisfying hard constraints on jobs constraints, resources constraints, and soft constraints on cost, and energy consumption on NSGA-II. Local optimization using Pareto optimal front, global optimization by applying mutation on population on search space. Also introduced job grouping technique with constraints to accumulate fine grained jobs which keeps processing time as low as possible.
% \end{outerlist}



%\textbf{[2010] Jadavpur University,} \emph{System Administration}, Trainee,\\
%    Kolkata, India
%    \begin{innerlist}
%    \item Practical experience with servers and networking devices and on various aspect of system administration
%    \end{innerlist}

\section{Publications}
\\
\begin{bibsection}
\item[+] Bursty Event Detection Throughout Histories, \textbf{Debjyoti Paul}, Yanqing Peng, Feifei Li, \emph{35th IEEE International Conference on Data Engineering (ICDE 2019)}, Macau, China, 2019.
\item[+] \href{https://www.cs.utah.edu/~deb/aipro/}{AI Pro}: Data Processing Framework for AI Models, \textbf{Debjyoti Paul}, Richie Frost, Feifei Li, \emph{35th IEEE International Conference on Data Engineering (ICDE 2019)}, Macau, China, 2019.
\item[+] Geotagged US Tweets as Predictors of County-Level Health Outcomes, 2015–2016, Quynh C. Nguyen, Matt McCullough, Hsien-wen Meng, \textbf{Debjyoti Paul}, Dapeng Li,  \emph{American Journal of Public Health, September, 2017}, \textit{DOI:} \href{https://dx.doi.org/10.2105/AJPH.2017.303993}{10.2105/AJPH.2017.303993}.

\item[+] Compass: Spatio Temporal Sentiment Analysis of US Election, \textbf{Debjyoti Paul}, Feifei Li, Murali Krishna Teja, Yu Xin, Richie Frost,  \textit{What twitter says!}, \emph{23rd SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD 2017)}, Aug 13-17, 2017, Halifax, Canada. \textit{DOI:} \href{https://dx.doi.org/10.1145/3097983.3098053}{10.1145/3097983.3098053}.

\item[+] Social media indicators of the food environment and state health outcomes, Quynh C. Nguyen, Hsien-wen Meng, Dapeng. Li, Matt McCullough, \textbf{Debjyoti Paul}, Kanokvimankul. P, Nguyen. T, Li. Feifei, \emph{ American Public Health Association, 148, 120-128.}, 2017, \textit{DOI:} \href{https://dx.doi.org/10.1016/j.puhe.2017.03.013}{10.1016/j.puhe.2017.03.013}.

\item[+] Multi-objective Evolution based Dynamic Job Scheduler in Grid, \textbf{Debjyoti Paul}, Sanjeev K. Aggarwal,  \emph{The 8th International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS 2014)}, IEEE, July 2nd - 4th, 2014, Birmingham, UK. \textit{DOI:} \href{https://dx.doi.org/10.1109/CISIS.2014.50}{10.1109/CISIS.2014.50}.
\item[+] RCached-tree: An Index Structure for Efficiently Answering Popular Queries, Manash Pal, Arnab Bhattacharya, \textbf{Debjyoti Paul}, \emph{ACM International Conference on Information and Knowledge Management (CIKM 2013)}, Oct. 27 - Nov. 1, 2013, San Francisco, CA, USA. \textit{DOI:}  \href{https://dx.doi.org/10.1145/2505515.2507817}{10.1145/2505515.2507817}.

\item[+] Lightweight Security Enhancement Protocol for Radio Frequency Identification (RFID), \emph{IEEE SPSITM International Conference}, \textbf{Debjyoti Paul}, Sumana Basu, Punit Beriwal, IEEE, 2011, Kolkata, WB, INDIA

\end{bibsection}

\vspace{2mm}
\section{Recent Projects \href{https://www.cs.utah.edu/~deb/\#projects}{\scriptsize (For~ more...  {\scriptsize \faHome/\#projects)}}}
\begin{tabular}[t]{@{}>{\raggedright\arraybackslash}p{\textwidth-\rcollength-150pt}p{\rcollength+150pt}}
        \href{http://estorm.org}{Compass } ~~~~~~\href{http://estorm.org}{\textit{estorm.org}} & \hspace{0.5cm} This project explores how Twitter can be used to analyze the popularity of Political Parties for the Presidential Election 2016. It is purely based on the data collected from Twitter.  Read our Compass paper for details.\\[0.1cm]
        Event Aggregator & \hspace{0.5cm}  This project finds events from news articles, categorize them and gathers all articles talking about same event to a set. Each set of articles is referred as Event Entity. Information extraction process is applied to extract more information related to it. The code can process large scale data. The code will be made public later. \\[0.1cm]
        \href{https://goo.gl/ovcWVT}{QuakeAnalysis} \href{https://goo.gl/ovcWVT}{\textit{goo.gl/ovcWVT}} & \hspace{0.5cm}  This project is based on the seismic activity across world which widely varies in characteristic and patterns. We have found some distinguish patterns among the seismic activities and present them in an insightful manner. Check \href{https://goo.gl/ovcWVT}{demo} and wiki of \href{https://bitbucket.org/debjyotipaul385/quakeanalysis/wiki/Exploration}{Exploration} \& \href{https://bitbucket.org/debjyotipaul385/quakeanalysis/wiki/Analysis}{Analysis}\\[0.2cm]
        \href{https://musicatlas.github.io/}{MusicAtlas} \href{https://goo.gl/UH54UP}{\textit{goo.gl/UH54UP}} & \hspace{0.5cm}  This website is designed for music lovers to learn about music based on countries. This is a unique tool to explore and analyze the trend of music based on time frame, genre and artists. Almost all data from 19th century to till date. \\[0.1cm]
        \href{https://github.com/debjyoti385/QuestionAnswerNLP}{QuestionAnswering} \href{https://goo.gl/QGfW2y}{\textit{goo.gl/QGfW2y}} & \hspace{0.5cm} A Natural Language Processing project focussed on closed domain Question Answering System. The project has Question Classifier, Sentence Similarity, Answer formulation and Coref resolution modules. The system has \emph{Recall} of  63\% and \emph{F-score} of 43\%.   \\[0.1cm]
%        \href{http://debjyoti385.github.io/AirQuality/}{AirQuality} -\href{https://goo.gl/F8twhn}{\textit{https://goo.gl/F8twhn}}  & \hspace{0.5cm}  Goldman Sachs Hackathon - This analyze the air quality of Utah state from real world dataset. Data warehousing and cubing to enable interactive visualization framework, which helped in determining pattern of Pollution and its reason. \\
        \href{https://goo.gl/wMOl4C}{Dartnews} \href{https://goo.gl/wMOl4C}{\textit{goo.gl/wMOl4C}}  & \hspace{0.5cm} A street news browsing application, with an interactive GIS interface. News is organized by locality and topic. The user can explore based on topics (eg crime, politics etc) and geolocation. We used Context Dependent Geoparsing, where we attempt to find out which location is relevant to the News. Across all the topics, we saw at least 87\% accuracy of topic prediction, and at least 80\% accuracy of location prediction.\\[0.1cm]
        RCached Tree ~~~~~ \href{https://doi.org/10.1145/2505515.2507817}{\textit{doi.org-rcached-tree}} & \hspace{0.5cm}  The objective is to speed up performance of point, range and kNN search queries for popular queries in databases. We came up with a variant of the R-Tree indexing structure with some features like caching at each node for popular queries.\\[0.1cm]
        \href{http://github.com/debjyoti385/intelliad}{Intelliad} \href{https://goo.gl/UAnEdz}{\textit{goo.gl/UAnEdz}} & \hspace{0.5cm} A Social Media driven Intelligent Ad-Targeting framework using Geo-profiling. The idea is to tag all geo-location enabled tweets(available publicly) with semantic categories (say sports, politics etc.) and their sentiment (positive, neutral, negative) using text mining. To enable serving of Ads, they also need to be tagged using same categories based on their content. \\[0.1cm]
      \href{http://metonym.in}{Metonym (metonym.in)} & \hspace{1cm}  A synonym based vocabulary learner website built with d3.js, php and dropwizard framework at the backend. \\[0.1cm] %For demo use username: "demo" \& password: "12345678"  \\
% Elliptic Curve Diffie-Hellman Key Agreement Protocol    & We here proposed an efficient Elliptic curve Diffie-Hellman two-party key agreement protocol using public key authentication based on Elliptic Curve Group. We presented an improved version of that protocol which uses Converse of Fermat’s theorem with eliminated charmichael numbers. Also efficiently generating primitive roots for D-H key.\\
Real time discrimination of Speech and Music & Real-time speaker segmentation is required in many applications, such as speaker tracking in real- time news-video segmentation and classification, or real-time speaker adapted speech. After feature extraction, using Low Short Term Energy Ratio (LSTER) the input digital audio stream is classified into speech and music. Here we have used DSK6713 Digital Signal Processing Kit.\\
\end{tabular}
% \textit{Find more projects at \href{https://www.cs.utah.edu/~deb/\#projects}{https://www.cs.utah.edu/\textasciitilde deb/\#project}}

\section{Hackathon Trophies}
\begin{tabular}[t]{@{}p{\textwidth-\rcollength-150pt}p{\rcollength+190pt}}
        \textbf{[2017]} HackTheU & HackTheU MLH Hackathon Winner  (around 40 teams) \\[5pt]
        \textbf{[2016]} EMC2 Code & \href{https://github.com/codedellemc/mars-challenge}{Mars Challenge} Hackathon Winner (around 45 teams) \\[5pt]
        \textbf{[2015]} Goldman Sachs & Air Quality Hackathon 1st Runners-up  (around 30 teams)\\[5pt]
        \textbf{[2014]} \href{http://www.inmobi.com/}{InMobi} & Freedom Hack Worldwide Hackathon 1st Runners-up (around 160 teams)   \\[5pt]
        \textbf{[2013]} \href{http://www.yahoo.com/}{Yahoo} & Yahoo HackU 2013 Hackathon Winner (around 40 teams)
%    \textbf{Scripts and}  & \LaTeX{}, Shell script, Javascript, \href{http://en.wikipedia.org/wiki/Pig_(programming_tool)}{Pig}, \href{http://my.vertica.com/docs/7.0.x/HTML/index.htm}{VSQL},\\
%    \textbf{Query languages} & HiveQL (Custom UDFs)  \\[5pt]
%    \textbf{Databases} & MySQL, \href{http://www.vertica.com/about/}{HP Vertica}, HBase\\[5pt]
%    \textbf{Tech tools}  & MapReduce2, \href{https://storm.apache.org/}{Apache Storm}, gdb, Vim, OhMyZsh, \\
%    \textbf{and Softwares} & IntellijIDEA, Maven\\[5pt]
%    \textbf{Tidbits} & CSS3, HTML5, Data Visualization (\href{http://d3js.org/}{d3.js}, \href{http://threejs.org/}{Three.js}),\\
%                     & \href{https://github.com/azkaban/azkaban}{Azkaban2} \& Oozie exec engine\\[5pt]
\end{tabular}

%\section{Skills}
%\begin{tabular}[t]{@{}p{\textwidth-\rcollength-190pt}p{\rcollength+210pt}}
%    \textbf{Programming}  & Python, Java, C, C++, Javascipt, \href{http://d3js.org/}{D3.js}, \href{http://threejs.org/}{Three.js}\\[5pt]
%\textbf{Databases} \textit{etc.} & MySQL, \href{http://www.vertica.com/about/}{HP Vertica}, HiveQL, VSQL, Apache Pig, HBase, MR2, Apache Storm\\[5pt]
%        \textbf{Tidbits} & \LaTeX{}, Shell script, gdb, CSS3, HTML5,  Maven, Vim, Azkaban2 \textit{etc.} \\
%\end{tabular}



\section{Achievements}
\begin{innerlist}
%\item[\textbf{[2013]}] Ranked 3rd out of 39 M.Tech students of CSE department in Indian of Institute Technology, Kanpur
\item[\textbf{[2012]}]  Secured All India Rank 228 in GATE 2012 among 0.16 million participants and 223 in 2011 among 0.15 million participants of Computer Science \& Information Technology department.
\item[\textbf{[2011]}]  Achieved All India Rank of 7 in Indian Space Research Organization (ISRO) recruitment exam for Junior Research Fellow among 0.2 million candidates.
%\item[\textbf{[2010]}] 2nd Rank in Manual Robo-race competition \& 2nd Rank in Robo-Olympic an innovative track based racing competition in Bits to Bytes Tech-fest, Bengal Institute of Technology.
\end{innerlist}

\section{Summer Schools}
\\
\textbf{[2012] Microsoft Research}, \emph{Summer School on Distributed Computing}, Bangalore, India\\
\textbf{[2010] Jadavpur University,} \emph{System Administration}, Kolkata, India\\

\section{Scholarship}
\begin{innerlist}
\item GBP 1,700 from IIT Kanpur for Paper presentation in CISIS 2014, Birmingham, UK
\item 96,000 INR per year from Ministry of Human Resource Development India during M.Tech.
\item 2 years waiver of tuition fees at school for academic excellence in school.
\end{innerlist}

\section{Certifications}
\begin{innerlist}
\item[\textbf{[2011]}] Linux system administration from School of Mobile Computing and Communication Jadavpur University.
\item[\textbf{[2010]}] Microsoft certification on Database Fundamentals.
\end{innerlist}

%\section{Relevant Courses}
%\begin{tabular}[t]{@{}p{\textwidth-\rcollength-40pt}p{\rcollength+40pt}}
% Mathematics and algorithms for CS & Indexing and searching techniques in databases \\
%    Topics in Internet technologies &  Modern cryptology \\
%    Advanced Computer Architecture & Software Engineering \\
%    Computer networks & Digital systems design \\
%    Microprocessor and microcontroller & Data mining (Audited) \\
%    Parallel algorithms & Data structures and algorithms \\
%    Database management systems & Operating Systems \\
%\end{tabular}

%\section{Skills}
%\begin{tabular}[t]{@{}p{\textwidth-\rcollength-80pt}p{\rcollength+80pt}}
%    \textbf{Programming}  & C, C++, Java, Python\\[5pt]
%    \textbf{Scripts and}  & \LaTeX{}, Shell script, Javascript, \href{http://en.wikipedia.org/wiki/Pig_(programming_tool)}{Pig}, \href{http://my.vertica.com/docs/7.0.x/HTML/index.htm}{VSQL},\\
%    \textbf{Query languages} & HiveQL (Custom UDFs)  \\[5pt]
%    \textbf{Databases} & MySQL, \href{http://www.vertica.com/about/}{HP Vertica}, HBase\\[5pt]
%    \textbf{Tech tools}  & MapReduce2, \href{https://storm.apache.org/}{Apache Storm}, gdb, Vim, OhMyZsh, \\
%    \textbf{and Softwares} & IntellijIDEA, Maven\\[5pt]
%    \textbf{Tidbits} & CSS3, HTML5, Data Visualization (\href{http://d3js.org/}{d3.js}, \href{http://threejs.org/}{Three.js}),\\
%                     & \href{https://github.com/azkaban/azkaban}{Azkaban2} \& Oozie exec engine\\[5pt]
%\end{tabular}

%\section{Position of Responsibilities}
%\begin{innerlist}
%\item[\textbf{[2012]}] Member and organizer of SIGDATA, a Special Interests Group on DATA which meets weekly to discuss techniques related to data management and mining at IIT Kanpur.
%\item[\textbf{[2012-2013]}] Teaching assistant for Software Engineering (CS455) course at IIT Kanpur.
%\item[\textbf{[2011-2012]}]Teaching assistant for Fundamentals of Computer Science (ESC101) course at IIT Kanpur.
%\item[\textbf{[2009]}]Event coordinator and Website developer for Festronix Techfest at Institute of Engineering and Management
%\end{innerlist}
%

%\section{References}
%%
%\textit{For skillsets please visit homepage \href{https://www.cs.utah.edu/~deb/\#skills}{https://www.cs.utah.edu/\textasciitilde deb/\#skills}.\\
%%All references are provided upon requests.
%}
%

\end{document}

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