Sirajum Prince
Tax Professional II at Brock University
St. Catharines, Ontario, Canada
Summary
👤
Senior🎓
Top SchoolSirajum Prince is a machine learning researcher and software engineer with nine years of experience, blending deep learning research (MS in Computer Science) with practical full‑stack and data-driven systems delivery. He has developed and optimized graph neural network models—publishing two papers and submitting two more—focusing on few-shot and contrastive learning that improved node classification accuracy by 7–35% on large graphs. In parallel he has built production software and analytics, from a full‑stack loan processing system that boosted productivity and cut reporting costs to cross‑platform mobile apps and automated credit-risk reporting. Comfortable in Python, PyTorch, PyTorch Geometric, TensorFlow, Flutter/Dart, and ASP.NET Core, he bridges academic rigor and operational impact. Currently based in St. Catharines, Ontario, he balances graduate research and teaching with seasonal work in tax preparation, demonstrating a pragmatic, results‑oriented approach to complex problems. Notably, his research on defending federated graph neural networks improved resilience against backdoor attacks, showing attention to robustness as well as accuracy.
9 years of coding experience
1 year of employment as a software developer
High School, Science, High School, Science at Dhaka CollegeBachelor's degree, Computer Science & Engineering, Bachelor's degree, Computer Science & Engineering at Ahsanullah University of Science and TechnologyMaster's degree, Computer Science, Master's degree, Computer Science at Brock UniversityHigh School, Science, High School, Science at Monipur High School & College
English, Bengali
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (4)
python1
automation1
certificate1
google1
Github contributions (5)
sirajummprince/docker-commands
Nov 2020 - Jun 2023
Contributions:2 PRs, 6 pushes, 5 branches in 2 years 7 months
sirajummprince/go-exercises
Jul 2020 - Jul 2020
Contributions:61 commits, 58 pushes, 1 branch in 7 days
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