MB
Mariam Bleibel
Deep Learning Specialist at Applai
Cairo, EgyptWork Experience
Applai
Nov 2024 - Present -6 months
Egypt
- Job Details:Implemented neural network architectures using PyTorch, applied transfer learning and fine-tuning techniques to LLMs like BART, conducted model evaluation, hyperparameter tuning, and error analysis to refine performance and ensure robustness, helped in mentoring students and fellow learners in the workshops.
Applai
Sep 2023 - Oct 2024 -1 yr, 1 month
Egypt
- Job Details:Learned the fundamental concepts of machine learning algorithms using Python, assisted in the implementation of machine learning models under the guidance of senior team members, collaborated with a team to understand business requirements and translate them into machine learning solutions, visualized ML insights using open-source libraries, implemented model pipelines including preprocessing, training, cross-validation and hyperparameter tuning, served as a mentor during summer training programs and workshops.
Acmascis
Oct 2022 - Feb 2023 -4 months
Egypt
- Job Details:Solved problems on competitive programming platforms such as Codeforces using C++, participated in coding contests and competitions to hone problem-solving skills, analyzed problem statements to formulate efficient and optimal solutions.
Education
Bachelor's Degree in Scientific Computing
Ain Shams University (ASU)Jan 2022 - Jan 2026 - 4 yr