Available to hire
Hi, I’m Yasmeen, a machine learning engineer focused on turning data into practical solutions. I specialize in building end-to-end ML systems—from data preprocessing and experimentation to evaluation and deployment. My background in data engineering helps me design scalable, production-ready data pipelines and robust ML workflows.
I’ve delivered ML solutions in both corporate and freelance settings, driving performance improvements under tight time and compute constraints. I enjoy collaborating with teams to translate complex problems into actionable models and reliable software, and I’m always eager to learn and adapt to new challenges.
Skills
Language
Arabic
Fluent
English
Fluent
Work Experience
Machine Learning Engineer - Full Time at Turing
October 1, 2025 - PresentDebugged and optimized 100+ ML training tasks across PyTorch pipelines, resolving CUDA OOMs, preprocessing issues, NaN propagation, tensor shape mismatches, metric leakage, and unstable training to ensure stable, reproducible results. Designed training plans and Python automation for 4+ MLE‑Bench competitions, building reproducible pipelines from baseline to multiple improvements under tight compute budgets, and improving performance via feature processing, model selection, and controlled hyperparameter tuning. Evaluated ML experimentation strategies considering compute budgets, modeling choices, and expected gains prior to implementation.
Freelance Machine Learning Engineer - Part time at Upwork
January 1, 2022 - March 1, 2025Executed multiple project-based ML solutions for diverse clients, focusing on model benchmarking, pipeline optimization, and performance tuning. Documented experiments, model architectures, and performance metrics for various use cases. Delivered solutions on time and maintained a 100% job success rate on Upwork.
Data Engineer and Analyst - Full time at National Bank of Egypt
April 1, 2022 - September 1, 2024Designed and built data pipelines, validated business requirements, and collaborated with banking teams to deliver accurate financial insights and reports. Assessed data reliability and delivered analytical findings to support management decisions. Achieved 50% faster report execution and improved storage efficiency by optimizing legacy SQL code using indexing, partitioning, and execution plan analysis. Responded promptly to urgent tasks, ensuring timely operations to maintain operational integrity. Troubleshot report executions and managed on-call responsibilities during night shifts.
Artificial Intelligence Intern at Information Technology Institute
April 1, 2021 - January 1, 2022Completed an intensive 9-month program covering ML, DL, CV and NLP, with hands-on experience in data pre-processing, model evaluation, and optimization.
.NET Web Development Intern at Information Technology Institute
August 1, 2018 - PresentCompleted a 120-hour internship focused on ASP.NET web application development, gaining experience in front-end and back-end integration, database handling, and web deployment.
Data Structures and Algorithms Intern at MeNooN LLC
February 1, 2017 - PresentLearned core concepts of data structures and algorithms, focusing on problem-solving and complexity analysis.
Data Engineer and Analyst at National Bank of Egypt
April 1, 2022 - September 1, 2024Designed and built data pipelines, validated business requirements, and collaborated with banking teams to deliver accurate financial insights and reports. Assessed data reliability and delivered analytical findings to support management decisions. Achieved 50% faster report execution and improved storage efficiency by optimizing legacy SQL code using indexing, partitioning, and execution plan analysis. Responded promptly to urgent tasks, ensuring timely to maintain operational integrity. Troubleshot report executions and managed on-call responsibilities during night shifts.
Education
Bachelor of Science in Computer Science at Mansoura University, Faculty of Computers and Information
January 1, 2015 - January 1, 2019Bachelor of Science in Computer Science at Mansoura University, Faculty of Computers and Information
January 1, 2015 - January 1, 2019Qualifications
Industry Experience
Software & Internet, Professional Services, Media & Entertainment, Financial Services
Skills
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