Sanjana Tule

Research Assistant (AI Engineer) at The University of Queensland

Queensland, Australia
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Summary

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Senior
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Top School
Sanjana Tule is a machine learning researcher and data scientist with 9 years’ experience applying deep learning and optimisation to real-world problems, currently working as an AI Engineer at the University of Queensland. During her PhD she built transformer-based models and mixed-integer programming frameworks for protein sequence evolution, combining algorithm design with scalable Python data pipelines and large-scale biological data analysis. Her background spans both industry and academia—data engineering and analytics roles at Open Universities Australia and Mindset Health through to research scholarships—giving her a rare blend of production-grade data workflows and rigorous modelling expertise. She is particularly skilled at translating optimisation theory into practical ML systems and enjoys tackling problems where structured mathematical methods meet modern deep learning. Based in Queensland, Australia, she leverages experience across Tableau/Power BI and discrete optimisation to deliver interpretable, impactful solutions beyond pure model accuracy.
code9 years of coding experience
job6 years of employment as a software developer
bookDoctor of Philosophy, Bioinformatics, Machine Learning and AI focused, Doctor of Philosophy, Bioinformatics, Machine Learning and AI focused at The University of Queensland
bookBachelor of Science (BS), Computer Science, Bachelor of Science (BS), Computer Science at Cummins College of Engineering
bookDiscrete Optimization, Discrete Optimization at Coursera
bookMaster's degree, Data Science, Master's degree, Data Science at Monash University
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Github Skills (30)

speech9
nlp8
phylogenetic-trees8
multiclass-classification8
datasets8
evaluation7
ide7
natural-language-processing7
pandas7
computer-vision7
deep-learning6
anaconda6
tensorflow6
machine-learning6
viewer6

Programming languages (3)

JavaScriptJupyter NotebookPython

Github contributions (5)

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Contributions:72 commits in 16 days
santule/ERA

Jun 2023 - Jan 2025

Contributions:203 pushes in 1 year 6 months
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Sanjana Tule - Research Assistant (AI Engineer) at The University of Queensland