Data analyst, Data science

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POOJA SONMALE

Address: Virginia Beach, VA, 23464

Phone: +1-703-***-****

E-mail: **************@*****.***

Respectful self-motivator gifted at finding reliable solutions for software issues. Enthusiastic, eager to contribute to team success through hard work, attention to detail and excellent organizational skills. Motivated to learn, grow and excel in industry.

Skills

Languages: Python, Java, JavaScript, HTML, CSS

OS: Windows, Linux, Solaris, Windows

Databases: MySQL, MS SQL Server, PostgreSQL, Oracle IDE: PyCharm, Eclipse

Frameworks: Django, Flask, Caffe, Tensorflow

Tools: SciKit, Caffe, Tensorflow, Jira, Confluence Good with data processing in MS Excel

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Work History

2021-01 -

Current

Teaching Assistant

Old Dominion University, Norfolk, Virginia

• Partnered with teacher to plan and implement lessons following school's curriculum, goals, objectives and philosophies.

2020-10 -

2021-01

Research Assistant

Old Dominion University, Norfolk, Virginia

• Collected a corpus of electronic thesis and dissertations

• Set up and controlled user profiles and access levels for each database segment to protect important data.

2017-09 -

2019-04

Software Developer

Defense Research and Development Organization, Hyderabad, Telangana Responsibilities

• Gather raw data from one or more sources and to organize and sort that data to get meaningful information out of it.

• Run this gathered data through computer models which served up a prediction or recommendation in a human-friendly manner.

• This was done by using various machine learning algorithms implemented using SciKit, Caffe tool.

• Comparing the obtained results to find out which algorithm worked best for a certain use case.

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• In SciKit I implemented an ensemble of algorithms including Logistic Regression, Support Vector Machine, ID3, Random Forest, K-Nearest Neighbors and Kmeans.

• For other deep learning algorithms like CNN (Convolutional Neural Network) I used Caffe.

Education

2020-01 -

Current

Master of Science: Computer Science

Old Dominion University - Norfolk, VA

2013-08 -

2017-05

Bachelor's: Computer Science and Engineering

Osmania University – India

Academic Projects

• Operating System (Spring 2020- Individual Project) Title: Client-Server Application

Front end: HTML, CSS, JavaScript

Back end: MySQL

Description: Clients, taking the form of laptops, desktops, tablets, or smartphones, then request a file or application from the remote server. The server hears the request, verifies credentials, and if everything checks out, serves the client the requested file. The communication between clients and servers is a two-way street.

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• Database Management System (Spring 2020- Individual Project) Title: Library Management System

Front end: Python, HTML, CSS, JavaScript, PHP

Back end: MySQL

Description: The Library Management System is an application for assisting a librarian in managing a book library in a university. The system would provide basic set of features to add/update members, add/update books, and manage check in specifications for the systems based on the client's statement of need.

• Data Science (Fall 2020- Individual Project)

Title: Heart Failure Detection

Language: Python

IDE: PyCharm

Description: The proposed methodology utilizes K-means clustering and Linear Regression along with Artificial Neural Network and combination of Fuzzy and Decision tree techniques in order to enhance the reliability of detection. The experimental results are highly promising for this implementation in accurate Congestive Heart Failure detection.

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