Nader Sadek
@nadersadek
Passionate machine learning professional with 3 years of experience.
What I'm looking for
I am a dedicated machine learning professional with three years of experience in both research and product-based projects. My journey has equipped me with a robust skill set in deep learning, data science, and machine learning engineering, allowing me to adapt quickly to diverse projects and work environments.
Currently, I am a Deep Learning Engineer at Proteinea, where I focus on optimizing protein functions through advanced techniques such as Equivariant Graph Neural Networks and generative models. My previous role as a Data Scientist at Ogoul Technology involved developing automatic dubbing and translation services, where I successfully trained a sentence segmentation model that significantly improved our dubbing service. I also have experience in predictive analysis and API development from my time at Averyx Group.
In addition to my professional experience, I have contributed to innovative projects and have a patent pending for a novel approach in supervised learning. I thrive in collaborative environments, as evidenced by my participation in hackathons, where my team ranked 8th out of over 100 teams. I am eager to continue growing in the field of machine learning and contribute to impactful projects.
Experience
Work history, roles, and key accomplishments
Deep Learning Engineer
Proteinea
Jan 2023 - Present (2 years 6 months)
Implemented and researched advanced deep learning techniques for protein function optimization, focusing on Equivariant Graph Neural Networks and uncertainty-handling regressors. Developed and fine-tuned protein language models and generative models such as flow matching and VAEs.
Data Scientist
Ogoul Technology
Jan 2022 - Present (3 years 6 months)
Developed and implemented automatic dubbing and translation services, including training a sentence segmentation model crucial for the dubbing service. Managed and utilized AWS services such as EC2 instances, SQS messaging, and S3 buckets for data processing and storage.
Machine Learning Engineer
Averyx Group
Jun 2021 - Present (4 years 1 month)
Executed predictive analysis projects, encompassing data collection, cleaning, processing, and model development. Built and deployed APIs around the developed machine learning models to integrate them into existing systems.
Education
Degrees, certifications, and relevant coursework
Cairo University
Bachelor of Science, Computer Science and Artificial Intelligence
Grade: 3.63
Studied computer science and artificial intelligence, gaining a strong foundation in theoretical concepts and practical applications. Focused on machine learning, data analysis, and algorithm design.
Availability
Location
Authorized to work in
Job categories
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