I am a mathematics master’s student and a fully funded research assistant at Colorado State University. My research interests include distributed computing, geometry of learning, and natural language processing. I have experience in developing and implementing algorithms and models for various applications, such as graph analysis, dimensional reduction, and text generation. I am proficient in Python, R, MATLAB. I am passionate about exploring the connections between mathematics and real-world problems. I am looking for opportunities to collaborate with other researchers and professionals in my field. Please feel free to contact me via email or LinkedIn.
Pattern Analysis Lab
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Research AssistantPattern Analysis Lab Jun 2021 - PresentFort Collins, Colorado, United States• Using statistics paired with deep learning for epidemiology model. o Presented at national JMM conference.• Parallelized machine learning algorithms with Dask/MAGMA for GPU Cuda cluster• Added emotional interpretation to generative transformer. • Time series classification and forecasting• Researched learning mechanisms of multimodal systems• Implement genetic embedding algorithm based off natural language processing techniques.
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Research InternMedtronic Jun 2023 - Aug 2023Jacksonville, Florida, United States• Implemented tinyML models for medical devices.• Worked under time and computational constraints.• F1 score at .99, above companies’ threshold to implement.• Reduced false positives of previous work by 30 times. -
Data ScientistMedtronic Diabetes Jun 2022 - Aug 2022Northridge• Used multiheaded attention to create custom aspect-based sentiment analysis.• Data collected through web scraping APIs.• Distributed computing to speed up training on 70k social media post.• Created interactive dashboard of insights and trends to aid companies’ social media division.• Created multivariate time series classification model using Transformers in Tensorflow to predict customer complaints.
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Research AssistantNasa - National Aeronautics And Space Administration Jun 2018 - Aug 2018Mountain View, California, United States● Worked with a team to create prototypes● Explored new methods of rover exploration● Created simulations with physics engines● worked with OpenCAD for 3d rendering and printing
David Kott Education Details
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Mathematics And Computer Science
Frequently Asked Questions about David Kott
What company does David Kott work for?
David Kott works for Pattern Analysis Lab
What is David Kott's role at the current company?
David Kott's current role is Graduate Research Assistant and Student at Colorado State University.
What schools did David Kott attend?
David Kott attended Colorado State University, Colorado State University.
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