Hiya! How are you doing? I'm

Jessica Chen

welcome to my website

KNOWLEDGE
Python
Java
Javascript
HTML && CSS
C
React
Git
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KNOWLEDGE

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EXPERIENCE

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EXPERIENCE
Ion Conductivity ML Model

June - Aug 2022 || University of South Carolina,​ Columbia, SC
Assisted in conducting research on lithium compounds with high ion conductivity under Prof. Jianjun Hu, Department of Computer Science and Engineering

• Examined past research on the topic to extract features that could be used to predict ion conductivity
• Used different regression models to train and test the dataset (random forest, linear, logistical) and compared MAPE R2 scores to find a model which yielded the highest accuracy
• Used git and command line (ssh) to develop and publish code collaboratively and utilize remote servers
• Employed Pandas dataframes, Pymatgen material calculations, and Scikit Learn to develop generative design of materials
• Utilized python to create algorithms to calculate relevant material features

Edge Detection of Bubbles

June - Aug 2023 || University of South Carolina,​ Columbia, SC
Assisted in conducting research regarding segmentation and edge detection of bubbles under Prof. Yan Tong, Department of Computer Science and Engineering

• Researched and ran existing segmentation and edge detection models and compared their accuracy and applicability on our images
• Labeled data collected in the lab to be used as training data to optimize the performance of the models

Personal Portfolio

June 2023-Present

• Developed a personal website utilizing HTML, CSS, and JavaScript to showcase my portfolio
• Designed and implemented an intuitive UI and responsive layout for optimal user experience across desktop and mobile devices
• Designed graphics (Procreate) and animation to create a cohesive theme
• Maintained and updated the website regularly to ensure the content remained up to date

Related Coursework

  Duke University (Aug 2022 - Current)

**A and A+ both equate to a 4.0 in GPA**
• CS201 || Data Structures and Algorithm || Fall 2022 || A+
• MATH218D-1 || Matrices and Vector Spaces || Fall 2022 || A+
• CS250 || Computer Architecture || Spring 2023 || A
• MATH222 || Advanced Multivariable Calculus || Spring 2023 || A+
• MATH230 || Probability || Spring 2023 || A+

  Dutch Fork HS (Aug 2018 - June 2022)

**Honors classes are graded on a scale of 100, AP are graded on a scale of 5**
• Algebra 2 HN || 100
• Precalculus HN || 100
• AP Calculus BC (w/ AB Credit) || 5
• AP Statistics || 5
• AP Physics 1 || 5
• AP Physics 2 || 5
• Computer Programming 1 HN (Java) || 100
• Computer Programming 2 HN (Python, HTML/CSS, JS) || 100
• AP Computer Science Principles || 5
• AP Computer Science A (Java) || 5

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ABOUT ME
Hi! I'm Jessica Chen, a current undergraduate student pursuing a Bachelor's degree in Computer Science at Duke University.

When I was first introduced to coding, I enjoyed how it was able to connect my various interest of problem solving, science and mathematics, and even art. After I took my first computer science class freshman year in high school, my interest in learning more about computer science has only grown.
Throughout my high school and college years, I have had the opportunity to explore a wide range of programming languages, algorithms, and data structures through various computer science courses. These educational experiences have provided me with a solid understanding of the fundamentals. Moreover, through internships and coursework, I have worked on projects that have allowed me to apply these principles in practical contexts. From diving into machine learning and game recreations to crafting engaging websites, I have witnessed the diverse applications of computer science firsthand.
In addition to my academic pursuits, I actively engage in extracurricular activities related to computer science. I am a proud member of DTech, my university's computer science club. Being part of this club has enabled me to collaborate with fellow students on coding projects and participate in workshops, offering valuable networking opportunities with professionals from the industry.

When I am not coding, I enjoy practicing taekwondo or archery, playing sports with my friends, or listening to audiobooks while doing art (drawing, embroidering, crocheting, knitting, cake decorating).

Thanks for visiting my website, and I hope you have a great day! You can get in touch with me by clicking here, I look forward to connecting with other people who share my passion for computer
HOME

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KNOWLEDGE

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EXPERIENCE

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ABOUT