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react.js
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Achievement: YOLOAchievement: Pull Shark

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roshia3/README.md

Hi, I'm Roshia!

💎 studying computer science at the University of Washington
💎 currently doing research in Deep Learning Models
💎 interested in Embodied Intelligence and Machine Learning
💎 view more: LinkedIn

Tech Stack

Java Python PyTorch TensorFlow AmazonDynamoDB MySQL Keras Scipy React.js C++ HTML5 JavaScript CSS3

About Me

I am passionate about deep learning and natural language processing. Currently, I am researching a generative AI model that predicts RNA, DNA, and protein structures from cryo-EM maps with over 95% improved accuracy compared to legacy tools. I have built a fully automated self-training pipeline that simulates synthetic datasets and retrains across parameter variations, reducing model loss by 50%. I also have experience building agentic SaaS platforms and visually engaging web games. Beyond software, I am contributing to the development of a self-driving Mars rover. I am honored to be a NASA scholarship recipient for academic excellence in STEM. My interests in AI research, software development, and robotics.

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