Assistant Computer Engineering

SAFIA RAHMAT

*****.******@*******.*** +1-567-***-**** www.linkedin.com/in/srahmat www.safiarahmat.com

EDUCATION

Masters of Science, Computer Science

University of Toledo Toledo, USA

Aug 2016 – Aug 2018

GPA: 3.88

Bachelors of Technology, Computer Engineering

Aligarh Muslim University Aligarh, India

Aug 2011 – June 2015

GPA: 4.0

PUBLICATIONS

Application of Deep Learning as a Pattern Recognition Technique in Information Security

Book: “Advances in Pattern Recognition Research” (In printing)

Nova Science Publishers, Inc.

June 2017

Rahmat, S., Niyaz, Q., Javaid, A.Y., Sun, W., (2017) “Normal and anomalous traffic flow pattern analysis for organizational networks.” Electrical and Computer Engineering (CCECE), 2017 IEEE 30th Canadian Conference on. DOI: 10.1109/CCECE.2017.7946652

March 2017

Termizi, A.A., Rahmat, S., Qadeer, M.A., (2016) “LTE-U over Wi-Fi”. Wireless and Optical Communications Networks (WOCN), 2016 Thirteenth International Conference on. DOI: 10.1109/WOCN.2016.7759024

July 2016

PROGRAMMING: Java, Python, PHP, C, MATLAB, JavaScript, HTML5, CSS, PolymerJS

TOOLS / TECHNOLOGIES: Tomcat, MySQL, LaTex, Keras, Scapy, android SDK, Tableau, Weka,

Apache, Hadoop, flow-tools, Wireshark, Cygwin,

SPECIALTIES: REST, JSP, Servlet, JDBC, JSON, AJAX, JQuery, OOP, Data Structures and Algorithms

PLATFORMS: Linux (Ubuntu), Windows, iOS

WORK EXPERIENCE

Teaching Assistant

University of Toledo Toledo, USA

Jan 2017 - Present

Responsible for mentoring students in their “Senior design projects”

Reviewed various papers on DDoS attacks and Intrusion Detection

Created, graded assignments and exams for “Discrete Mathematics”

Assistant System Engineer

Tata Consultancy Services India

Aug 2015 – May 2016

Developed a PolymerJS application, which received data from a remote host using REST APIs. Iron-ajax was used to receive data at regular intervals to display the status of the remote host on a user-friendly dashboard.

Developed an Android app for project HYDRA. The alert application displayed location of fire in a confined place. Connected the app to the backend server Google Cloud Messaging and REST API.

Developed a JAVA based web application for cable users using MVC architecture.

Connection to database using JDBC, Session Creation, creation of registration page using JSP.

Concepts – Inheritance, TreeSet, HashSet, Encapsulation, Abstraction, Overriding, Polymorphism

PROJECTS

Malware Detection System using Deep Learning Algorithms

Doing Literature Survey on Malware Detection System using Deep Learning Algorithms.

Analyzed various .pcap files using Wireshark.

Wrote python script to extract HTTP and SIP features using Tshark commands.

Normal and Anomalous Traffic Flow Pattern Analysis for Organizational Networks

Determined the typical characteristics seen in organizational network traffic.

Used Scapy to decode the packets and python script to calculate flow features.

Used simple flow analysis to determine whether the dataset is malicious or not.

Analyzing Members’ Participation Trent in the #edchat Online Community using R

Used SQL queries to analyze #Edchat database to indication participation of subscribers, frequency of sign up etc.

Comparison of L1, L2 and Huber Norm on Dataset with Corrupted Data (Group Project)

Trained neural network using L1, L2 and Huber norms on corrupted housing dataset.

Showed that Huber norm is the best for dataset with highly varying data based on error values.

LTE-U Simulation

Simulated LTE on NS3 and analyzed its performance.

Android Based Messenger

Developed an android messenger to send message from one device to another instantly.

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