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Machine Learning Engineer
Canada Syntax•  January 2022 - September 2022
I worked remotely for this startup company as a machine learning engineer. My main objective was to minimize resource use, provide an ideal data flow for the model, and use various ways to reduce model training time. I also built a pipeline for semantic segmentation of aerial imagery data using the TensorFlow framework. Aside from that, I worked on a project that used aerial images to detect floodwater to reduce future flood casualties.
Education
University of Padua
Computer Engineering, MS•  September 2022 - Present
I am now doing my master's degree here, with a focus on AI and robotics.
North South University
Computer Science & Engineering, BS•  September 2016 - September 2021
I received my Bachelor's degree from here, with a concentration in Machine Learning. As electives, I studied Data Mining, Artificial Intelligence, Machine Learning, and Pattern Recognition. My thesis was on Coreference Resolution in Bengali, which is a subtask of the NLP domain. We constructed a dataset and trained a Bert-based model to detect annotated clusters in this research project.
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