Sanya G.
Undergraduate Research Assistant @ Rush Lab at Rice University- Claim this Profile
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Bio
Experience
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Undergraduate Research Assistant @ Rush Lab
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Jan 2023 - Present
Working on the BLISS (Balanced Index for Scalable Search) machine learning algorithm that uses iterative re-partitioning to perform large-scale classification. Adapting the BLISS algorithm to implement class-incremental learning using Tensorflow and PyTorch Working on the BLISS (Balanced Index for Scalable Search) machine learning algorithm that uses iterative re-partitioning to perform large-scale classification. Adapting the BLISS algorithm to implement class-incremental learning using Tensorflow and PyTorch
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EEDP Software Engineering Intern
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May 2023 - Aug 2023
Modified a CT service tool to use the latest microservices architecture. Created a new Angular-based frontend from scratch and migrated its backend to Springboot. Configured the application to be deployed to a Kubernetes cluster on the CT machines. Modified a CT service tool to use the latest microservices architecture. Created a new Angular-based frontend from scratch and migrated its backend to Springboot. Configured the application to be deployed to a Kubernetes cluster on the CT machines.
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Machine Learning Research Intern
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Jun 2021 - Aug 2022
Performed deformation feature extraction and survival analysis on MRI data using R, Python, Tensorflow, and Keras. Executed the entire preprocessing pipeline (quality control, bias correction, mask generation, labeling, etc.) to prepare data for analysis. Performed deformation feature extraction and survival analysis on MRI data using R, Python, Tensorflow, and Keras. Executed the entire preprocessing pipeline (quality control, bias correction, mask generation, labeling, etc.) to prepare data for analysis.
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Director Of Electrical Engineering
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Aug 2018 - Jun 2022
Led the electrical division & oversaw the design and wiring of the robot's electrical subsystem. Led team that designed an improved wheelchair that promotes the fitness of paraplegic people. Trained incoming rookies on topics such as soldering, crimping, and pneumatics. Led the electrical division & oversaw the design and wiring of the robot's electrical subsystem. Led team that designed an improved wheelchair that promotes the fitness of paraplegic people. Trained incoming rookies on topics such as soldering, crimping, and pneumatics.
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Research Intern
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Jan 2021 - Jun 2021
Wrote code in Julia to create geographic and statistical visualizations for SISL's research on modeling COVID-19 cases to inform public policy. Built a Python tool to automatically generate GIFs illustrating the spread of COVID-19 in a community over time. Wrote code in Julia to create geographic and statistical visualizations for SISL's research on modeling COVID-19 cases to inform public policy. Built a Python tool to automatically generate GIFs illustrating the spread of COVID-19 in a community over time.
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Software Engineering Intern
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Feb 2020 - Apr 2021
Developed a JavaScript/HTML/Ajax based web platform that directly connects farmers to consumers, serving as a "virtual farmers market." Implemented various features including the shopping cart, webpage lazy-loading, and a dynamically-expanding table. Developed a JavaScript/HTML/Ajax based web platform that directly connects farmers to consumers, serving as a "virtual farmers market." Implemented various features including the shopping cart, webpage lazy-loading, and a dynamically-expanding table.
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Research Intern
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Jun 2020 - Dec 2020
Created a RShiny web application that visualizes the data and results from a national study on long-term exposure to air pollution and COVID-19 mortality in the United States. Preprocessed daily data for COVID-19 deaths and air pollution in US counties to analyze the correlation. Created a RShiny web application that visualizes the data and results from a national study on long-term exposure to air pollution and COVID-19 mortality in the United States. Preprocessed daily data for COVID-19 deaths and air pollution in US counties to analyze the correlation.
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Education
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Rice University
Bachelor of Science - BS, Computer Science, Minor: Business -
Monta Vista High School