Aisha Khatun
Software Development Engineer at Amazon Web Services (AWS)
Old Toronto, Ontario, Canada
Summary
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Top SchoolAisha Khatun is a Software Development Engineer at AWS with eight years of experience building distributed systems, end-to-end ML pipelines, and data analytics solutions. Her background blends graduate-level NLP research at the University of Waterloo—where she curated a novel dataset and evaluated 37 LLMs for reliability on sensitive and nuanced prompts—with production ML and data roles at Wikimedia and Therap. She is fluent in Python, Java/Kotlin, Scala and familiar with Spark, Airflow, PyTorch and TensorFlow, enabling her to move models from experimentation to scalable deployment. Notably, her thesis and accompanying dataset exposed LLM volatility in controversy and misconception domains, a practical insight she applies to model monitoring and robust system design. She’s contributed language-agnostic tooling for Wikipedia across 300+ languages and has a track record of making multilingual, resource-efficient solutions that reduce operational bottlenecks. Based in Old Toronto, she combines rigorous research instincts with hands-on engineering to tackle reliability and scale in AI systems.
7 years of coding experience
5 years of employment as a software developer
Nanodegree, Computer Vision, Nanodegree, Computer Vision at UdacityBachelor's degree, Computer Science, 3.89/4.00, Bachelor's degree, Computer Science, 3.89/4.00 at Shahjalal University of Science and TechnologyMaster's degree, Computer Science, 96%, Master's degree, Computer Science, 96% at University of Waterloo
English, Bengali
Stackoverflow
1reputation
680reached
0answers
1question
Github Skills (25)
nlp10
content-analysis9
pytorch9
python9
machine-learning9
natural-language-processing9
bert9
tensorflow9
deep-learning9
speech-recognition9
transformer9
language-model8
transformers8
technical-writing8
wikipedia8
Programming languages (6)
Github contributions (5)
tanny411/Wikidata-WDQS-Analysis
Oct 2021 - Jan 2022
Contributions:17 commits, 9 pushes in 3 months
tanny411/Authorship-Attribution-using-Transfer-Learning
Nov 2019 - Nov 2022
Contributions:26 commits, 5 pushes in 3 years
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