Karim Gamal

Experience

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  Microsoft

  Aug 2022 - Jul 2023

  Research Fellowship

  Our research: Federated Learning Based Multilingual Emoji Prediction In Clean and Attack Scenarios • Predicting top1 and top3 emojis for tweets using text classification task for 4 languages using different models. • Preserving clients’ privacy using state‑of‑the‑art federated learning techniques and creating a personalized experience for each user. • Crawling and prepossessing millions of tweets in different languages through Twitter APIs • Technical Skills: Flower, Transformers(Bert, RoBerta,XLM.),LSTM, PyTorch, Tweepy- Paper link: https://arxiv.org/abs/2304.01005- GitHub: https://github.com/kareemgamalmahmoud/FEDERATED-LEARNING-BASED-MULTILINGUAL-EMOJI-PREDICTION-IN-CLEAN-AND-ATTACK-SCENARIOS Show less

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  Fellowship.AI

  Apr 2023 - Jun 2023

  Research Fellowship

  I successfully completed the Fellowship.AI program as a Machine Learning Fellow. Worked on stateof-the-art research problems in Generative AI with outstanding collaboration and support from my teammates. Developed a strong sense of teamwork and camaraderie during the program.

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  BlinkApp

  Jul 2023 - Dec 2023

  Computer Vision Research Engineer

  - Contributed to R&D team efforts in developing and deploying deep learning models for Android andiOS platforms.- My work at BlinkApp resonates closely with the essence of my Bachelor's graduation project onDriver Drowsiness Detection. Leveraging my skills in computer vision, I actively contribute to thedevelopment of models that resonate with the essence of enhancing safety and alertness, a themerooted in my previous work.- GitHub: https://github.com/kareemgamalmahmoud/KIA-DDD-V2- Second Rank: in J6 Hackathon for my Graduation Project | JESCIS+ | 2021Link: https://drive.google.com/file/d/1qRVUjQLA7JW5idIKPl1qPI4LCHIGgtX2/view?usp=sharing- Demo Video: https://drive.google.com/file/d/1PHd-iDXBjbQ7lbhOhCcyyV0WJcLVOK7E/view?usp=sharing Show less

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  FORTE CLOUD

  Dec 2023 - now

  Machine Learning Engineer

  - Presently, I hold the position of a Machine Learning Engineer at Forte Cloud Company, where I bringmy expertise to bear on computer vision projects that leverage AWS services.