Avinash Reddy

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% Debarghya Das (http://debarghyadas.com)
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\namesection{Avinash}{Reddy}{ \urlstyle{same}\href{https://www.linkedin.com/in/avinash-reddy-60b3899b/}{Linkden}| \href{https://github.com/AvinashPython/Projects.git}{Github}\\
xxx.xxx.xxxx | {********@gmail.com} | Visa: L2 with work permit
}

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\begin{minipage}[t]{0.45\textwidth} 

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%     EDUCATION
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\section{Education} 

\subsection{University of Michigan}
\descript{Masters in Applied Data Science, School of Information}
\location{Sep 2019 - Present | Ann Arbor, MI}
Masters degree that can be taken online.\\
Expected graduation: Sep 2021\\
\location{ Cum. GPA: 3.7 / 4.0 }
\sectionsep

\subsection{Visvesvaraya Technological University}
\descript{Bachelors in Mechanical Engineering}
\location{Graduated in May 2013 | Bangalore, India}
BMS College of Engineering \\

\location{ Cum. GPA: 8.76 / 10.0}
\sectionsep

%\subsection{La Martiniere for Boys}
%\location{Grad. May 2011|  Kolkata, India}
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%     LINKS
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%\section{Links} 
%Facebook:// \href{https://facebook/dd}{\bf dd} \\
%Github:// \href{https://github.com/deedydas}{\bf deedydas} \\
%LinkedIn://  \href{https://www.linkedin.com/in/debarghyadas}{\bf debarghyadas} \\
%YouTube://  \href{https://www.youtube.com/user/DeedyDash007}{\bf %DeedyDash007} \\
%Twitter://  \href{https://twitter.com/debarghya_das}{\bf %@debarghya\_das} \\
%Quora://  \href{https://www.quora.com/Debarghya-Das}{\bf %Debarghya-Das}

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%     EXPERIENCE
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\section{Experience}
\runsubsection{Collins Aerospace}
\descript{| Senior Engineer-Mechanical Design}
\location{July 2013 - Nov 2019 | Bangalore, India}
{\footnotesize \textit{\textbf{(Includes a 6 month sabbatical for start-up exposure) }}}
\vspace{\topsep}
\begin{tightemize}
\item Design \& Development of Speed Probes, Thermocouples, Continuous Fire Detectors (CFD), Advanced Pneumatic Detectors (APD), Smoke Detectors, Fire Extinguishers, Windshield Wipers systems.
\item Concept generation and Design: Brain storming for concepts, requirements study and building design envelope, design for manufacturability, electronic packaging design, hermetic design, material selection, Tolerance stack-up analysis, DFMEA, PFMEA, concept modelling, detailed drawings, drawing release, GD\&T, change requests/change orders execution. 
\item Testing and Qualification as per DO-160: Writing test procedures for tests as per DO-160. Vibration testing, writing technical, compliance matrix, similarity and analysis report, weight analysis report.
\end{tightemize}
\descript{Achievements}
\begin{tightemize}
\item Awarded Patent for Fire event in aircraft.
\item Built Automation tool to write technical docs.

\end{tightemize}
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%     SKILLS
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\section{Skills}
\subsection{Programming:}
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\begin{tightemize}
\item Python - Good understanding.
\item R - Basic Understanding.
\item C++, Octave, MySQL \LaTeX - Familiar.
\end{tightemize}
\subsection{Mechanical:}
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\begin{tightemize}
\item ProE, CATIA, Teamcenter - Good understanding.
\end{tightemize}
%Python \textbullet{}   R \textbullet{} Python \textbullet{} %Javascript \\
%OCaml \textbullet{} Matlab \textbullet{} Rails \textbullet{} %\LaTeX\ \\ 
%\location{Over 1000 lines:}
%C \textbullet{} C++ \textbullet{} CSS \textbullet{} PHP %\textbullet{} Assembly \\
%\location{Familiar:}
%AS3 \textbullet{} iOS \textbullet{} Android \textbullet{} MySQL
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%     COURSEWORK
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\section{Coursework}
\subsection{Graduate-So far}
Data Mining 
\vspace{\topsep}
\begin{tightemize}
\item Data representations like Itemset, Vector, Sequence, Spacial,
Network, Timestamps.
\item Pattern identification in Itemsets-Apriori Algorithm. 
\item Similarity identification, basics of Principle Component Analysis (PCA), Singular Value Decomposition.
\item Patterns and Similarity in Sequence Data, N-grams.
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Manipulation, Visual Exploration of Data 
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\begin{tightemize}
\item Data editing cleaning, Pandas Dataframes, Numppy, Regex.
\item Extensive plots using Matplotlib, Seaborn, Plotly, Bokeh, Altair, Folium libraries.
\item Projects are included in Github.
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Experiment Design and Analysis 
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\item Basics of conducting experiments, Lab vs Field Experiments, Casual Inference, Randomizing .
\item Difference in Difference Estimator(DID), Blocking, Clustering.
\item Design and Analysis Instrumental Variables(IV).
\end{tightemize}
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\subsection{Coursera Courses}
Machine Learning: Stanford University
\begin{tightemize}
\item Basics of Machine Learning.
\item Supervised Learning, gradient descent, Linear Regression, Logistic Regression, Multi-class classification, neural network basics.
\item Bias, Variance, Regularisation.
\item Unsupervised Learning, anomaly detection.
\end{tightemize}
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Inferential Statistical Analysis in Python \\
%Using Databases with Python \\
Python specialisation \\
%Internet History,Technology and Security \\
Advanced Text Mining - In-progress\\
Data Analysis Using R - In-progress\\
%Computer Graphics + Practicum \\
%{\footnotesize \textit{\textbf{(Research Asst. \& Teaching Asst 2x) %}}} \\
%Unix Tools and Scripting \\


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%     RESEARCH
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%\section{Research}
%\runsubsection{Cornell Robot Learning Lab}
%\descript{| Researcher}
%\location{Jan 2014 – Jan 2015 | Ithaca, NY}
%Worked with \textbf{\href{http://www.cs.cornell.edu/~ashesh/}{Ashes%h Jain}} and \textbf{\href{http://www.cs.cornell.edu/~asaxena/}{Pro%f Ashutosh Saxena}} to create \textbf{PlanIt}, a tool which  learns %from large scale user preference feedback to plan robot %trajectories in human environments.  
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%\runsubsection{Cornell Phonetics Lab}
%\descript{| Head Undergraduate Researcher}
%\location{Mar 2012 – May 2013 | Ithaca, NY}
%Led the development of \textbf{QuickTongue}, the first ever %breakthrough tongue-controlled game with %\textbf{\href{http://conf.ling.cornell.edu/~tilsen/}{Prof Sam %Tilsen}} to aid in Linguistics research. 
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%     AWARDS
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%\section{Awards} 
%\begin{tabular}{rll}
%2014	     & top 52/2500  & KPCB Engineering Fellow\\
%2014	     & 1\textsuperscript{st}/50  & Microsoft Coding %Competition, Cornell\\
%2013	     & National  & Jump Trading Challenge Finalist\\
%2013     & 7\textsuperscript{th}/120 & CS 3410 Cache Race Bot %Tournament  \\
%2012     & 2\textsuperscript{nd}/150 & CS 3110 Biannual Intra-Class %Bot Tournament \\
%2011     & National & Indian National Mathematics Olympiad (INMO) %Finalist \\
%\end{tabular}
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%     PUBLICATIONS
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%\section{Publications} 
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%     TECHNICAL PROJECTS
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\section{TECHNICAL PROJECTS}
\subsection{TECHNICAL DOCUMENT AUTOMATION}
\location{Python Based Automation tool}
\begin{tightemize}
\item Built a tool to automatically write test procedures and generate test reports by taking user inputs.
\item Used Python-Docx module to edit word documents.
\item Used Kivy module to generate basic UI to gather information.
\end{tightemize}
\subsection{Sudoku}
\location{Jupyter Notebook for Sudoku Solver| Github}
\begin{tightemize}
\item Built a sudoku solver on my own, works for basic and intermediate Sudoku Puzzles.
\item Learned back tracking and implemented a Sudoku solver using backtracking algorithm.
\end{tightemize}
\subsection{DATA VISUALIZATION}
\location{University Assignments| Github}
\begin{tightemize}
\item Assignments done for Data exploration/visualisation: Github.
\end{tightemize}

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