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Abdelrahman Kaseb

@abdelrahmankaseb

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Machine Learning Engineer | MSc Computer Science | Ex-Microsoft

Egypt

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What I'm looking for

I'm looking for a challenging machine learning-related job to bring my skills and experience, particularly my understanding of Machine Learning and my ability to contribute to the team to solve any problem. I'm also looking for a remote job.

I was a top-ranked student for my bachelor’s degree and master's degree in Computer Engineering from Cairo University. During my bachelor’s studies, I was keen on expanding my knowledge and skills and have enrolled in multiple internship programs in leading companies and universities such as Microsoft and Purdue University. After graduation, I pursued my masters in NLP. I published two NLP papers and one computer vision paper. I also worked for two years at Microsoft. At Microsoft, I worked in speech recognition and NLP.

Experience

Work history, roles, and key accomplishments

Current

Machine Learning Engineer (Freelancing)

Current

Freelance

May 2022 - Present (4 years 3 months)

Worked on more than 15 machine learning projects (NLP and Computer Vision)

Python PyTorch TensorFlow Machine Learning Deep Learning

Machine Learning Engineer

Microsoft

Aug 2020 - May 2022 (1 year 9 months)

- Achieved 400% relative improvement in speech recognition of Arabic dialects
- Improved language models of Arabic dialects using a variety of NLP methods
- Have been an active member of the Cairo Speech and Language Translation team

Python PyTorch TensorFlow NLP Machine Learning Speech Recognition Deep Learning

Machine Learning Intern

Microsoft

Jul 2019 - Oct 2019 (3 months)

- Joined the applied science research team working on NLP solutions for Microsoft Azure
- Conducted research in Cross-Lingual Model Transfer for NER and text classification tasks
- Built Zero-Shot and Few-Shot Multilingual Models for EFIGS languages using PyTorch

Python NLP TensorFlow PyTorch NLP Machine Learning Machine Learning Deep Learning

Research Intern

Harz University

Aug 2018 - Oct 2018 (2 months)

- Joined the Best Buddy research project in collaboration with Tinkerbots
- Built models for traffic sign recognition and voice detection using TensorFlow
- Developed an Android-based API enabling robots to perform controlled movements

Python PyTorch TensorFlow Machine Learning Deep Learning Computer Vision

Software Engineering Intern

Avelabs LLC

Jun 2018 - Aug 2018 (2 months)

- Built several autonomous vehicle blocks for Yonohub: object detection, traffic sign
recognition, lane detection, and object tracking (using TensorFlow and Keras)

Python PyTorch TensorFlow Software Engineering Machine Learning Deep Learning Computer Vision

Undergraduate Research Assistant

Purdue University

Jul 2017 - Oct 2017 (3 months)

- Joined the CAM2 research project (cam2project.net) as a remote team member
- Improved the object detection accuracy on the CAM2 dataset containing video streams
from network cameras (using TensorFlow, Caffe, and Darknet)

Python PyTorch TensorFlow Machine Learning Deep Learning Computer Vision