Maryam Gamal

Computer Science Fresh Graduate who is passionate about artificial intelligence and data science.

Data Science Instructor at Epsilon AI December 2021 - Present - Assist the main instructor in the offline sessions. - Help the students with their assignments, practices, answer their questions, and grade the students’ assignments. - Deliver a weekly online practice session for the students. - Help with sessions’ content development. Machine Learning Engineer at Proven Solution December 2021 - Present - Worked on document classification (distilbert, HuggingFace). - Surveyed the best possible approach for table detection. (HuggingFace, Transformers, DiT). - Participated in the implementation of the Arabic part of the NLU engine (Intent classification, and entity extraction) achieving 85 % f1 score where I worked on the implementation, training, inference, dockerizing the models, and convert everything to APIs. - Surveying the best possible way to enhance the resolution of documents focusing on technologies like: Transformers, and GANS.

• B.Sc. in Computer Science- Faculty of Computers and Artificial Intelligence, Cairo University -- Graduation: May 2021 -- Grade: Good. • Department: -- Major: Computer science -- Minor: Decision support • Graduation Project: A cross platform mobile application that utilizes state of the art Deep learning models in object detection (mobile net v2+ SSD) and OCR (easy ocr) to help deaf, speechless, and normal people to learn sign language. -- Grade: Excellent • Main courses: (Mathematics, Statistics, AI, Machine Learning, NLP, Intro to Operations Research, Linear Programming, Decision support systems and applications.)