Deena Farahat

Dedicated and driven computer science graduate with a love for technology and a solid academic background. In order to launch my career in computer science, I am looking for a position at the entry level where I can put my academic understanding to use, obtain real-world experience, and continue to learn and grow as I face new obstacles. I am eager to make a significant difference and develop a valued skill set by offering my analytical, problem-solving, and collaborative abilities to a dynamic firm.

• Microsoft Word 2013
• Microsoft PowerPoint 2013
• Microsoft Excel 2013

Classifying Relevant Sentences to Malware

Group Leader/Data Miner

• I led a team in the classification of relevant sentences pertaining to malware.
• We initially utilized the training dataset to develop a Python program, which served the purpose of filtering sentences as either positive or negative with regard to their relevance to malware.
• We utilized Weka software to experiment with various classifiers, assessing their performance to identify the most effective one.
• In the final step, we employed the test dataset to assess and validate the training dataset. Our analysis led us to the conclusion that the Nearest Neighbor classifier demonstrated the best performance.

 Staff Manager 

Tester

• The software developer designed a website for companies, enabling managers to communicate with their employees for scheduling and task assignments. I played a crucial role as a tester, identifying and addressing any bugs or issues in the website's functionality.
• The initial bug I discovered was that the website generated an error message when accessed using the Safari browser.
• The second issue I identified was that, from the employee's perspective, they were unable to view tasks assigned to them for a specific day.
• I played a key role as one of the primary team members responsible for drafting the Software Requirements Specification (SRS) document.
• I also took the lead in generating diagrams illustrating both the Functional and Non-Functional Requirements.

• Data Mining
• Introduction to Data Analytics
• Software Engineering
• Computational Structures
• Introduction to Databases