<Projects>
Explore a selection of my projects that showcase my skills, creativity, and interest in various fields. Each project is a result of dedication, self-study, and a passion for code. Feel free to browse through and get a glimpse of my journey as a creator.
Neural Networks
Image Classification on Snake Datasets
- Utilized Tensorflow & Keras library to detect 5 different species of American snakes with Convolutional neural network
- Performed data augmentation and utilized Kaggle’s AIcrowd Snake Species Identification Dataset
- Created a minimalist frontend using HTML, CSS, Django
Sarcasm in News
- Utilized Tensorflow & Keras library to train model to detect sarcasm in news headlines
- Compared model’s accuracy with Flatten, LSTM, GRU, and Convolution layers
Twitter Topics
- Created model using Tensorflow’s built-in sentiment140 dataset to detect sentiment of Twitter topics
- Model performs with 83% validation accuracy
GPA Calculator
- Used HTML, Python, CSS, Django web framework to calculate student’s weighted, unweighted, and weighted numerical using multipliers & course type
- Customized UI design to match Lewisville Independent School District professional website
- Hosted on Amazon Web Services
STEMpump
Student-founded educational company publishing STEAM content tailored for middle/highschool students
- Utilized HTML, Javascript, and CSS to help design user interface and blog menu for the website
- Used Figma and Sanity softwares to outline and design page layouts
- Site used by 120k+ students over 110+ countries
- Wrote course content for AP Statistics and Algebra 1
Junior Academy
Worked with an international student team to solve challenges posed by the New York Academy of Sciences and other global organizations
Telemedicine
Designed prototype mobile interface paired with take-home wearable tech kit
Vaccine Distribution
Crafted vaccine cooler model and ran viability experiment
AI Bias
Devised plan to identify bias inducing keywords and incomplete datasets
More
RiceApps OSA
Helped create recommendation page for mobile menstrual cycle app Psy.cl
Skills used:
Dart
Flutter
Github commands
Personal Website
Designed and developed my personal website for professional use
Skills used:
Figma
HTML/CSS/JS
Tailwind CSS
Flickity library