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Omar Galal is listed as Senior Machine Learning Engineer at BioticsAI, based in Cairo, Egypt. AeroLeads shows a matched LinkedIn profile for Omar Galal.
Omar Galal previously worked as Teaching Assistant of Computer Engineering at Cairo University and Machine Learning Engineer at Anovate.Ai. Omar Galal holds Master'S Degree, Computer Engineering, 4.0 / 4.0 from Cairo University.
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Machine learning engineer with significant expertise and practical experience in the field. Teaching assistant at Cairo University in the Computer Engineering department. Strong academic foundation in computer engineering. Holding a Master's degree with a specialization in Natural Language Processing (NLP). Authored four publications on artificial intelligence.Proficient in Python, Pytorch, AWS, MLOps, and Large Language Models (LLMs). Enthusiastic about AI, with a strong focus on NLP. Committed to ongoing learning and enhancing my skillset by tackling challenging problems in the field.
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● Training vision models for fetal ultrasound plane classification and anatomical structures segmentation.● Managing the ML loop of data preparation, cleaning, preprocessing, model training and evaluation.● Managing the massive data engineering pipeline in terms of storage, privacy, anonymization, annotation.● Model serving and deployment on Google Cloud.
Cairo, Egypt
Assisted in teaching the following courses:- Design and Analysis of Algorithms- Natural Language Processing- Languages and Compilers- Programming Techniques- Big Data Analytics- Embedded Systems- Web Development
- Working on projects with OpenAI GPTs and on-premise LLMs.- Trained NLP/ML models to classify twitter bot accounts.- Analyzed and worked with several SOTA vision models such as SAM, SegGPT, SEEM and DINOv2.- Designed and implemented an AI powered auto-annotation tool. (https://youtu.be/Xao0AGSq0Pc?si=1-MnS3Rlp9SPKlo1)- Model serving and deployment on AWS.
- Built Multi-turn Coffee ordering system by training an Entity Extractor and building a state machine for the multi-turn system.- Trained and evaluated several text classifiers and entity extractors- Designed several problem-related linguistic features.- Extracted insights from textual data by applying data analysis techniques.- Involved in the backend team using .net framework- Mentored undergraduate interns.- Ran Scrums for undergraduate interns.- Involved in interviewing and hiring undergraduate interns.
Cairo Governorate, Egypt
- Worked on logging and monitoring Microsoft LUIS (luis.ai) performance.- Maintained the process of Microsoft LUIS SDKs automatic generation and validation.- Worked on continuous integration (CI) and continuous delivery (CD) with azure pipelines.
- Worked on CAM2 project (cam2project.net)- Worked on improving human detection accuracy in images retrieved from network cameras.- Used different deep learning frameworks (e.g., Caffe, Tensor-Flow, Darknet) and different object detection systems (e.g., YOLO, SSD) to analyze video streams from network cameras
Activities and Societies: - Research Area: Natural Language Processing (NLP) - Thesis: Rethinking BERT Sentence Embedding for Text.
Class Rank: 1st
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Omar Galal works for BioticsAI.
Omar Galal is listed as Senior Machine Learning Engineer at BioticsAI.
Omar Galal is based in Cairo, Egypt while working with BioticsAI.
Omar Galal has worked for Bioticsai, Cairo University, Anovate.Ai, Intelus, and Microsoft.
You can use AeroLeads to view verified contact signals for Omar Galal at BioticsAI, including work email, phone, and LinkedIn data when available.
Omar Galal holds Master'S Degree, Computer Engineering, 4.0 / 4.0 from Cairo University.
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