Ayman Shams
Surgical Innovation Fellow
Montreal, Quebec, Canada
Summary
👤
Senior🎓
Top SchoolAyman Shams is a software engineer and AI researcher with eight years of experience applying machine learning to medical and neuroscience problems, currently a Surgical Innovation Fellow at McGill University. He holds an MS in Computer Science and has built end-to-end systems—from neural architecture search prototypes for medical image anomaly detection to deployed web platforms for neuroscience studies collecting sequential patient data. His background spans applied research, NLP and speech projects, and hands-on ML production work including MLflow instrumentation and pipeline integration. Notably, he founded an Engineers Without Borders chapter that implemented solar home systems in rural Bangladesh, showing a practical bent for deploying technology in real-world, resource-constrained settings. Based in Montreal, he combines interdisciplinary collaboration with a strong research-to-deployment mindset.
8 years of coding experience
3 years of employment as a software developer
Master of Science - MS Computer Science, Master of Science - MS Computer Science at Concordia UniversityBachelor of Engineering - BE Mechanical Engineering/ Artificial Intelligence, Bachelor of Engineering - BE Mechanical Engineering/ Artificial Intelligence at Monash University
English, Bengali, Arabic
Github Skills (16)
jekyll-theme8
jekyll8
algolia8
algolia-search7
ruler7
triangular7
utterances7
github-pages6
machine-learning4
python4
deep-learning3
nlp3
pytorch2
statistics1
django1
Programming languages (3)
Github contributions (5)
aymanshams07/Ultra
May 2018 - Oct 2018
Contributions:24 commits, 20 pushes, 1 branch in 5 months
aymanshams07/ben-eng-seq2seq-keras
Nov 2017 - Apr 2018
Contributions:8 commits, 6 pushes, 1 branch in 5 months
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