Mohamed Ibrahim
@mohamedibrahim12
Machine Learning Engineer focused on LLMs and NLP, whose zero-cost optimization pipeline improved GSM8K accuracy without GPU retraining.
EgyptWhat I'm looking for
At Elevvo, I built NLP pipelines for text classification, named entity recognition, topic modeling, question answering, and summarization. I also engineered a semantic-search resume screener to automate candidate-to-job matching.In my SLiPE project, I improved GSM8K accuracy from 72.63% to 74.00% with a zero-cost spectral optimization pipeline, without GPU retraining. The work was accepted at IMSA 2026.I also developed AMR, a multi-expert LLM reasoning system that achieved 75.28% accuracy on GSM8K using no synthetic data. I’m ready to strengthen my advanced ML and NLP capabilities in a high-impact engineering role.
Experience
Work history, roles, and key accomplishments
NLP Engineering Intern
Elevvo
Sep 2025 - Oct 2025 (1 month)
Built 5 production NLP pipelines using Hugging Face Transformers and engineered a semantic search resume screener, cutting manual shortlisting effort across a 200+ candidate pipeline.
Machine Learning Intern
Information Technology Institute (ITI)
Jul 2025 - Aug 2025 (1 month)
Designed and shipped 3+ complete ML pipelines in Python for classification and regression tasks, applying feature selection and statistical analysis to improve accuracy and reduce computational overhead.
Education
Degrees, certifications, and relevant coursework
MSA University
B.Sc., Computer Science
2022 - 2026
Activities and societies: Dual Degree Program
Pursued a B.Sc. in Computer Science as part of a dual degree program with the University of Greenwich, UK, achieving a GPA of 3.49/4.0.
University of Greenwich
B.Sc., Computer Science
2022 - 2026
Completed a B.Sc. in Computer Science as part of a dual degree program with MSA University, Egypt.
NVIDIA Deep Learning Institute
Getting Started with Deep Learning, Deep Learning
Completed the 'Getting Started with Deep Learning' certification.
Route Academy
Advanced Natural Language Processing (NLP), Natural Language Processing
Completed the 'Advanced Natural Language Processing (NLP)' certification.
Information Technology Institute (ITI)
Machine Learning Internship Certificate, Machine Learning
Completed the Machine Learning Internship Certificate.
Elevvo
NLP Internship Program Certificate, Natural Language Processing
Completed the NLP Internship Program Certificate.
Tech stack
Software and tools used professionally
Availability
Location
EgyptAuthorized to work in
Salary expectations
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