Deciphering Everyday Hidden Hearing Loss Using Statistical and Machine Learning Models
This project aims to characterize everyday hidden hearing loss through the use of statistical and machine learning tools. Specifically, this project uses convolution neural networks (CNN), recursive neural networks (RNN) and Explainable AI (XAI) methods.
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| The Plum Foundation Travel Award | |
| CYSF Top Senior Award |
Deep Dive
We will be going to 4 different pools and comparing and contrasting pH, alkalinity, free chlorine, total chlorine, total bromine, calcium hardness and cyanuric acid levels in 2 different pools.
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Deforestation
Deforestation is the purposeful clearing of forested land for worldwide usage.
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Defrosting with Alcohols
Can we de-ice a windshield with sanitizer? We tested isopropanol and ethanol at different concentrations to see which was most effective for de-icing at -40C.
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Desalinating our Oceans
We are investigating different ways to make and test desalinators.
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Design and Construction of CRISPR/Cas9-Mediated Knockout Plasmids for Autism-Risk Genes
My work involves using biotechnologies to contruct plasmids capable of conducting CRISPR/Cas9 to knockout autism-risk genes. The plasmids will be constructed using PCR machines and the project also involves bacteria transformation in various steps.
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Designing a Mental Wellness App for High School Students
Integrating meditation, time-management, and self-reflection techniques into an app to reduce mental stress and burnout risk in high school students.
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| Webber Academy Senior STEM Award |
Design of Chimeric Antigen Receptor (CAR) towards EGFRVlll as a GBM therapeutic target
My project explores EGFRvIII as a promising biomarker and therapeutic target for glioblastoma. By employing a combination of literature review and molecular docking experiments, I strive to unlock the potential of CAR-T cell therapy.
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