Avinash Reddy
作者:
Avinash Reddy
最近上传:
5 年前
许可:
Creative Commons CC BY 4.0
摘要:
Avinash Reddy's Simple Resume. Created with the Deedy Résumé template.
\begin
Discover why 18 million people worldwide trust Overleaf with their work.
Avinash Reddy's Simple Resume. Created with the Deedy Résumé template.
\begin
Discover why 18 million people worldwide trust Overleaf with their work.
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% Deedy - One Page Two Column Resume
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% Version 1.2 (16/9/2014)
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% Original author:
% 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:}
\vspace{\topsep}
\begin{tightemize}
\item Python - Good understanding.
\item R - Basic Understanding.
\item C++, Octave, MySQL \LaTeX - Familiar.
\end{tightemize}
\subsection{Mechanical:}
\vspace{\topsep}
\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.
\end{tightemize}
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.
\end{tightemize}
Experiment Design and Analysis
%\vspace{\topsep}
\begin{tightemize}
\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}
\sectionsep
\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}
\sectionsep
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.
%\sectionsep
%\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}
%\renewcommand\refname{\vskip -1.5em} % Couldn't get this working %from the .cls file
%\bibliographystyle{abbrv}
%\bibliography{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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