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Heba Mahmoud

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Machine learning engineer
Alexandria, Egypt

Contact Heba regarding: 

Flexible work
Starting at USD5/hour
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Internships
Open to unpaid internships
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Résumé


Jobs verified_user 0% verified
  • M
    Machine Learning Engineer
    Jun 2021 - Current (4 years 1 month)
    Responsibilities: * Collaborate with project stakeholders to identify and evaluate business problems, clarify the requirements, and define the scope of the resolution needed and data required with defining an estimation for the project and its required resources and expected performance. * Build and maintain scalable ML/DL solutions in production with TensorFlow /TensorFlow Extend /Docker /Flask. * Develop algorithms based on statistical modeling procedures and state-of-the-art NLP technology. * Analyze large and complex datasets to extract insights. * Manage the infrastructure and data pipelines required to take the code from development through to production environment. Projects: ● France Back Office TTR A regression model to pr
  • T
    Tech Stack
    The Engineering Company for Digital Systems Development
    Dec 2018 - Jun 2021 (2 years 7 months)
    Machine Learning R&D Responsibilities: * Responsible to produce state-of-the-art speech recognition system with either a hybrid or end-to-end model using Kaldi / TensorFlow / Docker. * Contributing in different solutions in speech recognition, speech diarization and compute vision. * Developing algorithms to solve critical problems within the production solution as a post-processing for our developed model. Projects: ● Hafss Automatic verification of the correct pronunciation and narration of the Holy Quran verses. Tech Stack: Kaldi, TensorFlow, Python. ● Voicea Cisco Webex Speech recognition model for EVA "Virtual Intelligent Assistant" that's a part of Cisco Webex. Tech Stack: Kaldi, python, Google Cloud Platform (PaaS). ● R
Education verified_user 0% verified
  • Cairo University
    Master's Degree Student in Computer Science
    Cairo University
    2019 - Current (6 years 6 months)
  • Ain Shams University
    Bachelor's Degree in Computer Science Computer Science
    Ain Shams University
    2014 - 2018 (4 years 1 month)
Awards verified_user 0% verified
  • 2
    2. IBM Cloud Application Developer 2018 Mastery Award certification