Utkarsh Kumar's CV
Forfatter:
Utkarsh Kumar
Sidst opdateret:
8 år siden
Licens:
Creative Commons CC BY 4.0
Resumé:
Utkarsh Kumar's CV
\begin
Opdag hvorfor 18 millioner mennesker verden rundt stoler på Overleaf med deres arbejde.
Utkarsh Kumar's CV
\begin
Opdag hvorfor 18 millioner mennesker verden rundt stoler på Overleaf med deres arbejde.
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% personal data
\name{Utkarsh}{Kumar}
\title{CS} % optional, remove / comment the line if not wanted
\address{Room 176, Hostel 7}{IIT Bombay}{Mumbai, India}% optional, remove / comment the line if not wanted; the "postcode city" and and "country" arguments can be omitted or provided empty
\phone[mobile]{+91 8419957415} % optional, remove / comment the line if not wanted
% \phone[fixed]{01234 123456} % optional, remove / comment the line if not wanted
% \phone[fax]{+3~(456)~789~012} % optional, remove / comment the line if not wanted
\email{utkarshk@cse.iitb.ac.in} % optional, remove / comment the line if not wanted
\homepage{www.cse.iitb.ac.in/\textasciitilde utkarshk} % optional, remove / comment the line if not wanted
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\begin{document}
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%----- resume ---------------------------------------------------------
\makecvtitle
\vspace{-20pt}
\small{Final year undergraduate at IIT Bombay pursuing a major in Computer Science and Engineering with honors, applying for masters in Computer Science}
% \vspace{12pt}
\renewcommand\UrlFont{\color{blue}\rmfamily}
% {\textbf{Homepage:} \url{www.cse.iitb.ac.in/\textasciitilde utkarshk}}
\section{Education}
\begin{itemize}[leftmargin=0.0in]
\setlength\itemsep{.2em}
\cventry{2013-17}{}{Bachelor of Technology with Honors}{\textmd{8.81/10.0}}{}{ \setlength{\itemindent}{.2in} \setlength\itemsep{.3em}
\vspace{-10pt}
\item[] Computer Science and Engineering, IIT Bombay
}
\vspace{-3pt}
\cventry{2013}{}{Intermediate/+2}{\textmd{93.20\%}}{}{ \setlength{\itemindent}{.2in} \setlength\itemsep{.3em}
\vspace{-10pt}
\item[] Munam Public School, Hazaribagh (CBSE)
}
\vspace{-3pt}
\cventry{2011}{}{Matriculation}{\textmd{10.0/10.0}}{}{ \setlength{\itemindent}{.2in} \setlength\itemsep{.3em}
\vspace{-10pt}
\item[] DAV Public School, Hazaribagh (CBSE)
}
\end{itemize}
\vspace{-10pt}
\section{Internships and Research Projects}
\begin{itemize}[leftmargin=0.0in]
\setlength\itemsep{.2em}
\vspace{-1pt}
\cventry{Ongoing}{Guide: Prof Mythili Vutukuru, CSE Dept, IIT Bombay}{Undergraduate Thesis: SDN load generator}{}{}{ \setlength{\itemindent}{.2in} \setlength\itemsep{.3em}
\item Developing a client-server based load generator for testing SDN and NFV based EPC implementations
\vspace{-1pt}
\item Will be capable of generating traffic conforming to various transport layer protocols
\vspace{-1pt}
\item Employing \textbf{multi-threaded} programming to simulate multiple users for load generation
}
\cventry{Summer 2016}{Guide: Kuldeep Yadav, Xerox Research Centre India}{Countering device heterogeneity for Human Activity Recognition}{}{}{ \setlength{\itemindent}{.2in} \setlength\itemsep{.3em}
\item Devised a mechanism to counter device heterogeneity for human activity recognition by mobile sensors
\vspace{-1pt}
\item Analyzed various time and frequency domain features on accelerometer and gyroscope readings
\vspace{-1pt}
\item Used \textbf{canonical-correlation analysis} to project the datasets onto a common subspace
\vspace{-1pt}
\item Identified device pairs that achieved an \textbf{improvement of 33\%} in the F1-score of cross-validation
}
\cventry{Summer 2015}{Guide: Nishit Aggarwal \& Aashish Prakash, American Express, Gurgaon, India}{Identifying Premium Revolving Customers at Acquisition}{}{}{ \setlength{\itemindent}{.2in} \setlength\itemsep{.3em}
\item Analyzed tradeline level data to manufacture custom customer features for modeling
\vspace{-1pt}
\item Modeled the data using big data \textbf{machine learning techniques} such as Gradient Boosting
\vspace{-1pt}
\item Achieved an overall \textbf{60\% accuracy} with \textbf{72\% recall} of targets
}
\end{itemize}
\section{Scholastic Achievements}
% \vspace{6pt}
\begin{itemize}[leftmargin=.2in]
\setlength\itemsep{.2em}
\item Secured \textbf{All India Rank 5} in JEE Advanced 2013 among \textbf{150,000} candidates
\vspace{-2pt}
\item Secured \textbf{99.99} percentile in JEE Main 2013 among {1.3 million} students
\vspace{-2pt}
\item Awarded \textbf{Bihar Gaurav 2013} by Bihar Government for exceptional performance in JEE 2013
\vspace{-2pt}
\item Awarded \textbf{AP grade} in Computer Programming and Utilization course for exceptional performance, given to \textbf{11 students out of 532}
\end{itemize}
\section{Key Academic Projects}
\begin{itemize}[leftmargin=0.0in]
\setlength\itemsep{.2em}
\cventry{Autumn 2016 (ongoing)}{Guide: Prof Sunita Sarawagi, CSE Dept, IIT Bombay}{Coloring Grayscale Images using CNNs}{}{}{ \setlength{\itemindent}{.2in} \setlength\itemsep{.2em}
\item Employing convolutional neural networks to add color to grayscale images
}
\cventry{Autumn 2016}{Guide: Prof Sunita Sarawagi, CSE Dept, IIT Bombay}{Handwritten Devnagri Character Recognition}{}{}{ \setlength{\itemindent}{.2in} \setlength\itemsep{.2em}
\item Designed and developed a convolutional neural network to recognize handwritten devnagri characters
\vspace{-1pt}
\item Achieved \textbf{85\% accuracy} using Adam optimizer and L2-regularization
}
\pagebreak
\cventry{Autumn 2016 (ongoing)}{Guide: Prof Purushottam Kulkarni, CSE Dept, IIT Bombay}{Efficient Heuristics for Ballooning in KVM}{}{}{ \setlength{\itemindent}{.2in} \setlength\itemsep{.2em}
\item Designing smart memory usage based heuristics to determine parameters for ballooning service in KVM
}
\cventry{Spring 2016}{Guide: Prof Amitabha Sanyal, CSE Dept, IIT Bombay}{Compiler for a C-like Language}{}{}{ \setlength{\itemindent}{.2in} \setlength\itemsep{.2em}
\item Developed a compiler for a subset of C using \textit{Flexc++} and \textit{Bisonc++}
\vspace{-1pt}
\item Supports all major C features like function calls, recursion, multidimensional arrays and function call nesting
\vspace{-1pt}
\item Incorporated syntactic and semantic checks and lazy evaluation
}
\cventry{Autumn 2015}{Guide: Prof G Sivakumar, CSE Dept, IIT Bombay}{Markov Text Generator}{}{}{ \setlength{\itemindent}{.2in} \setlength\itemsep{.2em}
\item Developed a Python \textbf{Markov text generator} that employs n-gram model and smoothing techniques
\vspace{-1pt}
\item Learned document model from corpus and generated new meaningful sentences similar to corpus text
}
\cventry{Autumn 2015}{Guide: Prof N L Sarda, CSE Dept, IIT Bombay}{Project Management Tool}{}{}{ \setlength{\itemindent}{.2in} \setlength\itemsep{.2em}
\item Developed a web portal as an enterprise solution for project management in a hierarchical setting
\vspace{-1pt}
\item Included features like user teams, file upload with a \textbf{JDBC, PostgreSQL} back-end and JSP based UI
}
\cventry{Autumn 2015}{Guide: Prof Nutan Limaye, CSE Dept, IIT Bombay}{Program Checking}{}{}{ \setlength{\itemindent}{.2in} \setlength\itemsep{.2em}
\item Presented a seminar on efficient probabilistic program checker and characterization of conforming languages
}
\cventry{Autumn 2014}{Guide: Prof Sharat Chandran, CSE Dept, IIT Bombay}{Seat Allocation Portal}{}{}{ \setlength{\itemindent}{.2in} \setlength\itemsep{.2em}
\item Implemented modified \textbf{Gale-Shapely algorithm} in Java for allocating college admissions
\vspace{-1pt}
\item Developed a \textbf{Django} based web portal that accepted preferences and allotted programmes
}
\cventry{Autumn 2015}{Guide: Prof N L Sarda, CSE Dept, IIT Bombay}{ToyDB extension}{}{}{ \setlength{\itemindent}{.2in} \setlength\itemsep{.2em}
\item Implemented \textbf{external merge sort} and \textbf{hash join} operations on ToyDB
}
% \cventry{Autumn 2015}{Guide: Prof Mythili Vutukuru, CSE Dept, IIT Bombay}{Shell based Client and File Server}{}{}{ \setlength{\itemindent}{.2in} \setlength\itemsep{.2em}
% \item Implemented a multi-threaded file server with a bash-like shell with most basic Linux commands
% \vspace{-1pt}
% \item Incorporated features like pipe, I/O redirection, signal handling, foreground and background processes
% }
\cventry{Autumn 2014}{Guide: Prof Ganesh Ramakrishnan, CSE Dept, IIT Bombay}{Statistical Inferences from Text}{}{}{ \setlength{\itemindent}{.2in} \setlength\itemsep{.2em}
\item Developed a Python program to make statistically useful conclusions from English sentences
\vspace{-1pt}
% \item Made use of existing knowledge base and indicators to extract the relations in the sentence
% \vspace{-1pt}
\item Decided confidence values of predictions using standard distributions
}
\cventry{Spring 2016}{Guide: Prof Bhaskaran Raman, CSE Dept, IIT Bombay}{Text2Sound}{}{}{ \setlength{\itemindent}{.2in} \setlength\itemsep{.2em}
\item Developed an android app that encodes text to audio signals and vice-versa using frequency shift keying
}
\end{itemize}
\section{Technical Strengths}
\begin{itemize}[leftmargin=.2in]
\setlength\itemsep{.2em}
\item \textbf{Programming Languages:} C/C++, Python, Prolog, Bash, Java
\vspace{-1pt}
\item \textbf{Development:} Android, HTML, CSS, Django, PHP, Bootstrap, PostgreSQL, JavaScript
\vspace{-1pt}
\item \textbf{Others:} \LaTeX, Matlab, MIPS-Assembly, SAS, Scilab, R, Wireshark
\end{itemize}
\section{Positions of Responsibility}
\begin{itemize}[leftmargin=.2in]
\setlength\itemsep{.2em}
\item \textbf{Teaching assistant} for courses like \textit{Computer Programming} (\textbf{thrice}) and \textit{Logic Design} (once)
\vspace{-1pt}
\item \textbf{Internship Coordinator} (\textit{Placement Cell 2015-16, IIT Bombay}): Involved in the communication and scheduling of companies and universities and assisting them in recruiting students for internships
\vspace{-1pt}
\item \textbf{DAVP Volunteer}: Prepared questions and conducted weekly \textit{Data Structures and Algorithms} tutorials for sophomores
\end{itemize}
\section{Additional Courses Undertaken}
\begin{itemize}[leftmargin=.2in]
\item[] Foundations of Machine Learning, Advanced Machine Learning, Virtualization \& Cloud Computing, Network Security \& Cryptography, Wireless Networks, Computational Complexity
\end{itemize}
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