· 5 years ago · Jan 18, 2021, 10:22 PM
1%-------------------------
2% Resume in Latex
3% Author : Sourabh Bajaj
4% License : MIT
5%------------------------
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69%-------------------------------------------
70%%%%%% CV STARTS HERE %%%%%%%%%%%%%%%%%%%%%%%%%%%%
71
72
73\begin{document}
74
75%----------HEADING-----------------
76\begin{tabular*}{\textwidth}{l@{\extracolsep{\fill}}r}
77 \textbf{{\huge Dustin Nguyen}} & \href{mailto:zero.to.twelve.duydn95@gmail.com}{d222nguy@uwaterloo.ca}\\
78 & +1-226-505-7335 \\
79 & github.com/d222nguy \\
80 & linkedin.com/in/duy-nguyen-921241142
81\end{tabular*}
82
83
84%-----------EDUCATION-----------------
85\section{Education}
86 \resumeSubHeadingListStart
87 \resumeSubheading
88 {University of Waterloo}{Waterloo, ON}
89 {M.Math (thesis), Applied Mathematics; Final GPA: 97.67\%}{Jan. 2020 -- Apr. 2021}
90
91 \resumeSubheading
92 {Hanoi University of Science and Technology}{Hanoi, Vietnam}
93 {B.Eng, Mathematics and Informatics; GPA: 3.51/4 (rank 2/56)}{Aug. 2013 -- Jul. 2018}
94 %\resumeSubheading
95 % {HUS High School for Gifted Students, HUS, VNU}{Hanoi, Vietnam}
96 % {Specialized in Informatics}{Aug. 2010 -- June. 2013}
97 \resumeSubHeadingListEnd
98
99
100%-----------EXPERIENCE-----------------
101\section{Work Experience}
102 \resumeSubHeadingListStart
103
104 \resumeSubheading
105{University of Waterloo}{Waterloo, ON}
106{Graduate Teaching Assistant/Graduate Research Student}{Jan. 2020 -- present}
107\resumeItemListStart
108
109\resumeItem{Research Topic}
110{Mathematical Aspects of Deep Learning, Graph Neural Network, Bioinformatics.}
111
112\resumeItemListEnd
113
114 \resumeSubheading
115{Worldquant LLC}{Hanoi, Vietnam}
116{Investment Software Researcher}{Jan. 2018 -- Sep. 2019}
117\resumeItemListStart
118
119\resumeItem{Trading models}
120{Researched algorithmic models to predict stock market movement. Implemented 300+ models which have been used in real trading strategies with \$6M invested in at peak. (\textbf{Python, C++})}
121
122\resumeItem{Automated system}
123{Built an internal system for seeking, optimizing, and combining potential trading signals, which helped shorten the model design process by 50\%. Utilized grid search and genetic algorithm. (\textbf{Python})}
124
125\resumeItem{Analytic tools}
126 {Developed and maintained tools/scripts for performance analysis of trading models. Helped automate the model visualization and testing process. (\textbf{Python})}
127
128\resumeItemListEnd
129 \resumeSubheading
130 {Worldquant LLC}{Hanoi, Vietnam}
131 {Research Consultant}{Aug. 2016 -- Jan. 2018}
132 \resumeItemListStart
133
134 \resumeItem{Trading models}
135 {Consistently in the top 10\% of all consultants in terms of OS/IS metric of models. \textbf{(Python)}}
136 \resumeItem{Honours} {Globally Featured Consultant (2017) - awarded to 3 among hundreds of consultants globally.}
137
138 \resumeItemListEnd
139 \resumeSubHeadingListEnd
140
141\section{Projects}
142\resumeItemListStart
143 \resumeItem{Hyperparameter Estimation for Graph Convolutional Neural Network}
144 {Project for "Introduction to Optimization" at UWaterloo. Leveraged evolutionary algorithms for hyperparameter optimization in GCNs and proposed a novel cost function to address training time issue. Improved accuracy by 1\% vs the baseline model without compromising computational resources. \textbf{(Optimization, Deep Learning, PyTorch)}}
145 \url{https://git.io/JtLIE}
146 \resumeItem{whyVoice - Smart Assistant for Blind People}
147 {Team project for Hack the North 2020. Created an app which recognized a key rhythm, use camera to record hand gesture movements, and displays the classification. Contributed to the hand gesture recognition module: load a pretrained 3D-CNN model using Keras, preprocess the data using OpenCV, and predict the gesture. \textbf{(Keras, OpenCV)}}
148 \url{https://git.io/JtLIz}
149 \resumeItem{Server Status Real-time Tracking}
150 {An end-to-end streaming data pipeline to track server statuses. Server events are generated randomly by a simulator and stored in Kafka topics to be transformed, processed, and aggregated using Spark Structured Streaming. Finally, the aggregated data is stored in a PostgreSQL database and visualized in a Django application. \textbf{(Docker, Spark, Kafka, Hadoop, PostgreSQL, Django)}} \url{https://git.io/JtLI2}
151% \resumeItem{URL Shortener}
152% {A URL-shortener web application, with security features to defend against popular cyber threats (SQL injection, XSS, CSRF, malware, etc). Leveraged built-in security features of Django and Google Safe Browsing API. \textbf{(Python, Django, Heroku)}} \url{https://urlshortener-premium.herokuapp.com}
153% \resumeItem{Currency Converter}
154% {A web application that provides real-time currency converter service. Additonal functionalities: currency-country mapping, historical exchange rates chartings. \textbf{(JavaScript, React, Redux, Node.js)}}
155% \url{http://arbitreck.herokuapp.com/}
156% \resumeItem{Chinese Chess Game}
157% {Two-player Chinese chess game, final project for "Object-oriented programming" course at HUST, Fall 2016. \textbf{(C\#, .NET)}}
158% \url{https://git.io/JtLIM}
159
160\resumeItemListEnd
161
162\section{Technical Skills}
163\resumeItemListStart
164\resumeItem{Programming}
165{Python, C++, SQL}
166\resumeItem{Framework}
167{Tensorflow, PyTorch, Hadoop, Spark, Kafka, OpenCV}
168\resumeItem{Tools}
169{Git, Docker, REST APIs, UNIX shell/Bash, Visual Studio}
170
171\resumeItemListEnd
172%\section{Research Experience}
173% \resumeSubHeadingListStart
174%
175% \resumeSubheading
176% {Data Science Laboratory, HUST}{Hanoi, Vietnam}
177% {Research Assistant}{Jan 2016 -- Jan 2018}
178%
179% \resumeItemListStart
180% \resumeItem{Research Topic}
181% {Plagiarism Detection - Read and implement various detecting algorithms from \href{http://pan.webis.de/clef14/pan14-web/plagiarism-detection.html}{PAN 2014} under the supervision of Professor Huong Thanh Le (SoICT, HUST) \textbf{(Java, Python, NLP)} }
182%
183% \resumeItemListEnd
184%
185% \resumeSubHeadingListEnd
186
187\section{Publications}
188
189\begin{itemize}
190 \item Huong T. Le, Son V. Nguyen, Lam N. Pham, \textbf{Duy D. Nguyen} and An N. Nguyen, \textit{Semantic Text Alignment based on Topic Modeling}, 2016 IEEE RIVF International Conference on Computing \& Communication Technologies, Research, Innovation, and Vision for the Future. [Best Runner-up Paper Award]
191\end{itemize}
192% \section{Awards}
193
194% \begin{itemize}
195% \item {UW Senate Graduate Scholarship (2021)}
196% \item {UW Grad Scholarship, UW International Masters Excellence Award, Graduate Research Studentship (2020)}
197% \item {HUST Undergrad Scholarship (2016)}
198% \end{itemize}
199
200%-----------PROJECTS-----------------
201%\section{Projects}
202% \resumeSubHeadingListStart
203% \resumeSubItem{Picture Fuzzy Implication Operator}
204% {I did research in picture fuzzy implication operator as a part of my undergraduate thesis. Had the result presented in Vietnam Mathematical Conference 2018.}
205% \resumeSubItem{Hierarchical clustering algorithms}
206% {Implemented different hierarchical clustering algorithms (e.g: Single Link, Complete Link) to understand their strengths and weaknesses.}
207% \resumeSubItem{Design Optimal Multiobjective Linear System}
208% {I read some papers about the topic, then implemented the algorithms, finally wrote a summary.}
209% \resumeSubItem{Timesheet Management System}
210% {My group (including me and 2 other classmates) designed and coded a web-based timesheet management system, as a coursework of the "System Design and Analysis" class.}
211% \resumeSubItem{Online Music Player}
212% {I coded a very simple website dedicated to playing music and allowing users to search for and upload songs, albums and artists.}
213%
214% \resumeSubHeadingListEnd
215%-----------PROJECTS-----------------
216
217
218%
219%--------PROGRAMMING SKILLS------------
220%\section{Programming Skills}
221% \resumeSubHeadingListStart
222% \item{
223% \textbf{Languages}{: Scala, Python, Javascript, C++, SQL, Java}
224% \hfill
225% \textbf{Technologies}{: AWS, Play, React, Kafka, GCE}
226% }
227% \resumeSubHeadingListEnd
228
229
230%-------------------------------------------
231\end{document}