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1. Umang Gupta
Aspiring Data Scientist
Computer Science Honors, University of Waterloo, Ontario , Canada
umang.gupta@edu.uwaterloo.ca (519)-722-8521
350 Lester Street , Waterloo, ON, Canada www.umanggupta.in
linkedin.com/in/umang080799 github.com/Umang080799
WORK EXPERIENCE
Software Developer Intern
Aspiring Minds, Gurgaon , India
May - August ,'18
Trained and optimized a multi-class Classification Machine Learning model to
predict the grammatical flow of email using state of the art techniques :
Word2vec, tf-idf and bag-of-words. The models used include Logistic
Regression and Support Vector Mechanics with 250-300 features
preprocessed through Natural Language Processing.
Developed a Chrome Extension Email.ly, a formal email writing enhancement
tool, that gives feedback on the tone, punctuation, salutation, sendoffs,
comma splices which works for Gmail & Outlook . Tools used Javascript,
jQuery, Bootstrap, HTML , CSS , Ajax and a Flask API.
Created infographics for the websites and helped in collecting data, cleaning
data, checking for reliability and providing in a standardized format using
parsing techniques in Excel CSV, Python Script and Tableau.
Created blog posts, articles, other online content and contributed to the
Machine Learning India community using Jekyll, Git, Excel, HTML and
Tableau.
PERSONAL PROJECTS
Predicting FIFA'18 Winner[Machine Learning| Kagggle | Sci-kit Learn |
Matplotlib | Pandas | Numpy | Seaborn](July'18 - Present)
Trained a Classification Machine Learning model to predict the winner of individual
matches of FIFA 2018 including quarter finals, semi finals and finals. Models used
include Logistic Regression optimized with data integration, feature modelling and
outcome prediction.
Chatmore Chat App [Socket.IO | Node.js | Javascript | HTML |
Bootstrap 4 | MongoDB] (May '18 - Present)
Created a customised real time chat app with both public and private chat capabilities
for elementary school students to provide academic help to each other.
Pointer App [Java | Android Studio] (March '18 - Present)
Developing frontend/mobile part for a toy app that lets you put messages on a map
and get messages near you for real time location communication.
Virtual Shopping [Python| University of Toronto, Scarborough
Hackathon] (23rd - 25th Feb '18)
In this web app, images of the shopping products are analyzed for their content,
which is then subsequently used to determine and return the location where those
products or services can be found. This project uses Clarifai API for image recognition
and Google's Places API for the location of products.
EDUCATION
Candidate for Bachelor in Computer Science Honors,
University of Waterloo, Waterloo, ON
2A Computer Science Honors (September '17- Present)
SKILLS AND INTERESTS
Leadership Self Learner
Skillful Orator Augmented Reality
Data Analysis Deep Learning
Artificial Intelligence
LEADERSHIP POSITIONS
Head Boy, President of Student Council
Body, Montfort School, India (2013 &
2016)
Conducted various school activities including morning
assembly, maintaining discipline amongst students
and gained strong leadership skills by representing a
group of 2800 students.
ORGANISATIONS
UWaterloo Soka Gakkai
International(September'17 - Present)
Engaged in Buddhism philosophy discussion with club
members.
LANGUAGES AND TOOLS
Javascript| jQuery
Python | Dr Racket | C | C++
Bootstrap | HTML | CSS
Node.js | Express.js | Mongoose.js
OpenCV | All- CNN | Keras | Tensorflow
MongoDB | SQL | Tableau
Git | Jekyll | php | AngularJS
Django | Flask
Android Studio | Java | Postman
Achievements/Tasks