Shivani Sharma

Boston, MA 857-***-**** adchnj@r.postjobfree.com

Northeastern University, Boston, MA Expected - Mar 2021 Master of Science in Analytics Engineering GPA: 3.7 Relevant coursework: Data Mining, Data Visualization, Machine Learning, Statistical Modeling, Predictive Analytics, Artificial Intelligence

Leadership Role: Team Lead in NASA Space App Challenge 2019 and reached till global finalists BITS Pilani, Rajasthan, India Dec 2014 - Nov 2016

Master of Technology in Software Systems Engineering GPA:3.50 Relevant Coursework: Machine Learning, Data mining, Algorithms, Artificial Intelligence Guru Gobind Singh Indraprastha University, Delhi, India Aug 2007 - May 2011 Bachelor of Technology in Information Technology Engineering GPA:3.52 Relevant Coursework: Algorithms, C, C++, JAVA, Database Management Leadership Role: Team Lead in College cultural and technical festivals participant and winner TECHNICAL SKILLS

Languages: Python, R, SQL, Java

Database and OS: MySQL, Oracle, MongoDB, Cassandra, Hive, Impala, Hbase, Windows, Linux and Mac Machine Learning: Deep Learning using Keras and TensorFlow 2.0, Pytorch 2.0, Neural Network(CNN, RNN, LSTM, SVM,GAN), Machine learning libraries(SciKit, Numpy, Pandas, Matplot),Clustering techniques Statistical Modeling: Hypothesis Testing, Regression Models, Regularization Models, Decision Tree Big Data and Cloud: Hadoop, Sqoop, Flume, MapReduce, AWS(EC2, IAM,WAF, Cloud Formation),Docker, Jenkins, Jira PROFESSIONAL EXPERIENCE

Senior Engineer Aricent Technologies, Internet of things domain, Gurgaon, India Aug 2017 – Sep 2019

Analyzed key performance indicator metrics for the end to end flow of the IoT based Hadoop environment for deciding the technologies which needs to be replaced

Developed a Tracking system and autonomous navigation system for vehicles controlled by IoT devices using Deep Learning

Software Engineer Aon Hewitt, Gurgaon, India Feb 2015 - Aug 2017

Analyzing the data to identify the optimized solution by creating the visualization models using Tableau

Creation and maintenance of HIVE database for optimizing the model

Automation of manual processes.

Software Test Engineer Value First Digital Media Pvt Ltd, Gurgaon, India Nov 2013 - Feb 2015

Analysis of manual processes and automation of the workflows Software Testing Trainee QAInfotech, Noida, India May 2012 - Oct 2013

Teachscape (a java and Linux environment-based project) TECHNICAL PROFILE

LinkedIn: https://www.linkedin.com/in/shivani-sharma-b65a8317/

GitHub: https://github.com/shiv1412

ACADEMIC PROJECTS

Stock Price Forecasting for HoneyWell Company using keras Tensorflow Mar 2020

Build a model using Tensorflow framework for forecasting the Honeywell stock prices for a specific date with 90% accuracy using Python.

Corona Virus Detection in Massachusetts Feb 2020

Build a CNN model for predicting the number of corona virus cases in Massachusetts using the data of symptoms of patients

kNN instance based algorithm on Census Data of world Jan 2020

Applied kNN algorithm using Python to analyze the Census data and analyzed the trend of population. Decision Tree and Random Forest Models Dec 2019

Applied decision tree and random forest algorithms on a company’s revenue data set. Sales Price Prediction using Time Series Nov 2019

Implemented RNN model on Crypto currency data set for prediction of future rates. NASA Space App Challenge-Fortress Guard (Machine Learning- Deep Learning, Neural Network) Oct 2019

Developed a Artificial intelligence based craters detecting mechanism by Implemented 23 layered CNN and used 9 convolutional layers for activating and pooling

Executed 100 epochs on it which took 180 seconds to run on GPU and enabled Tensorflow at the back end

Used KML for data visualization on moon using open source google maps API.

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