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Toka elshahed

@tokaelshahed

Computer science master's graduate who fine-tuned BERT models for text classification and built a Q-learning trading agent.

United States
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At Microsoft, I contributed to developing and maintaining web application features, including enhancements to an application incorporating Microsoft LUIS.

In my computer science projects, I fine-tuned BERT-based models for text classification and semantic understanding, and developed attention-based architectures for unstructured text.

I also implemented CNN, RNN, and LSTM models in PyTorch and built a Q-learning agent for automated trading decisions in simulated market environments.

Experience

Work history, roles, and key accomplishments

Microsoft logoMI

Software Engineering Intern

Jun 2016 - Sep 2016 (3 months)

Contributed to development and maintenance of web application features in an agile team. Enhanced an application incorporating Microsoft LUIS.

Education

Degrees, certifications, and relevant coursework

Georgia Institute of Technology logoGT

Georgia Institute of Technology

Master of Science, Computer Science

2019 - 2024

Pursued a Master of Science in Computer Science with relevant coursework in machine learning, natural language processing, deep learning, and software development.

Cairo University logoCU

Cairo University

Bachelor of Science, Computer Science

Earned a Bachelor of Science in Computer Science, graduating in June 2017.

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