KUNAL SINGH DEORA
**** * ******* ***, *** ***, Chicago, 60615 *****.*@*****.***.*** 339-***-**** https://github.com/kunaldeora
EDUCATION
Northeastern University, College of Engineering, Boston, Massachusetts Aug 2017
Master of Science in Information Systems
Relevant Coursework: Application Engineering, Web Design & User Experience, Web Development Tools & Methods, Database Design & Management, Engineering of Big-Data Systems, Big-Data System Engineering using Scala
Rajasthan Technical University, India Jun 2012
Bachelor of Technology in Electronics & Communication Engineering
Relevant Coursework: Computer Systems & Networks, Data Structures & Algorithms, Object Oriented Programming
TECHNICAL SKILLS
Programming Languages: Java, C#, VB.NET, JavaScript, R, SQL, Oracle PL/SQL, Python, Scala
Web Technologies: HTML5, CSS3, Bootstrap, AJAX, JavaScript, jQuery, Spring MVC, Hibernate, Play, AngularJS, NodeJS
Big-Data Technologies: Hadoop, MapReduce, Mahout, Apache Spark, AWS EC2, MongoDB, DeepLearning4J
Databases & Visualization Tools: SQL Server, MySQL, Oracle11g, TimesTen, PostgreSQL, Tableau, Qlik Sense
Operating Systems & Servers: Windows, Linux, Ubuntu, Apache Tomcat 8.0, SQL Server 2008
IDE & Tools: Visual Studio, Eclipse, IntelliJ, STS, Cygwin, VMWare Workstation, Git, Tortoise, TFS, SVN
SDLC: Agile and Waterfall Methodology, Object Oriented Designing
PROFESSIONAL EXPERIENCE
Software Development Co-op, AIR Worldwide, Boston, MA May 2016 – Dec 2016
AIR Worldwide Touchstone provides flexible and resilient risk modelling and analytical solutions to gain real-time insights
Skills- C#, .NET, SQL Server, PostgreSQL, Unit testing
Developed resource management C# tool by extrapolating data from TFS and SharePoint API and populating SQL Server DB
Gathered business requirement and converted it into optimized SQL stored procedures for a database specific projects
Built optimized UDFs in PostgreSQL using Windows Analytical functions to calculate customers claim money
Developed reports in SSRS and QlikView for business executives and managers to understand the data properly
Redesigned database schema for migration of the stored procedures from SQL Server to PostgreSQL
Reduced overhead time of the sprint breakdown charts from 45 to 2 seconds by refactoring history table in database
Achieved 85% code coverage by implementing unit tests and integrated SQL test scripts to ensure data authenticity
Programmer Analyst, Tata Consultancy Services (TCS), Mumbai, India Feb 2013 – May 2015
TCS Bancs is a Risk Management System that develops and supports multi asset and multi market Security Trading Solutions
Skills- Business & Data Analysis, PL/SQL, Query & Performance Optimization, MS Excel, VB.NET, OLTP
Minimized time taken by critical process (Start of Day) from 134 to 25 minutes by using SQL optimization & tuning techniques
Developed Stop Loss Order functionality in the broker’s existing trading system using VB.NET and Oracle PL/SQL
Implemented Mail and SMS feature by using CLOB database objects to automate alerts to business users
Researched and resolved data issues related to existing data and the processes in place before my tenure
Monitored and tuned database resource and activities for Oracle 10g and 11g database
Generated detailed risk analysis crystal reports using DB Scripts for analyzing the trading patterns of clients
Acquired comprehensive functional knowledge of capital markets – Equity, Derivatives and Mutual Funds
PROJECT EXPERIENCE
Image Classification Using Scala and Spark – Big-Data Application (DeepLearning4J) Jan 2017-Apr2017
Built 63% accurate predictive model to classify and tag businesses among multiple labels using 200k yelp images as train data
Implemented DeepLearning4J with Scala and Spark to build architecture of convoluted neural network for image classification
Machine Learning on Yelp Dataset – Big-Data Application Aug 2016 – Dec 2016
Designed prediction model using SVM algorithm in python to predict user ratings of new and upcoming restaurants
Performed sentiment analysis using MapReduce to achieve sentiment score on user reviews launched on Amazon EMR cluster
MealPal Food Delivery System – Java Application Implementation of Particle Swarm Optimization Jan2017-Apr2017
Used particle swarm optimization to reduce travel cost & find optimal solution for single capacitated vehicle routing problem
Integrated GraphStream & JFreeChart API to visualize and compare routes between drop-off location and MealPal depot
IoT enabled Smart Food Donation System – Java Swing Application Nov 2015 – Dec 2015
Developed a singleton design pattern based desktop application to track, manage and categorize quality of refrigerator food
Integrated Google Distance Matrix API to compare and find the nearest driver by distance and time from food pickup location