Embedded Files
Science Fair
Science Fair
Gun Detection GUI
Open-source software that can detect guns in real time and notify authorities for high-risk areas such as schools and churches.
Second grand prize in Fair I (Physical Sciences) and eighth overall out of 500+ projects, nominated for Texas Science and Engineering Fair.
2020-2021
Picture: An artistic rendering of the SARS-CoV-2 virus
Computationally creating mRNA vaccines that encode for the spike glycoprotein of the SARS-CoV-2 virus using stochastic gradient descent.
First place in Computer Science category, First Grand Prize in Fair I, presented at Texas Science and Engineering Fair and ISEF(International Science and Engineering Fair).
2019-2020
Picture: Feature map between expected and predicted outputs
Finding the chromatin features of a genomic sequence with varying input lengths.
First place in Computer Science category, advanced to Texas Science and Engineering Fair(partially cancelled due to COVID-19 pandemic)
2018-2019
Picture: Epidemiological spread of a virus
Predicting the spread of infectious diseases, specifically influenza, across the United States.
Second place in Computer Science category
2017-2018
Finding the author of a text using text extraction features such as BoW, TF-IDF, or dot product.
First place in Computer Science category both in Alamo Regional and Texas Science and Engineering Fair, nominated for Broadcom MASTERS(top 10% of grades 6-8).
2016-2017
Simple AI algorithm to play tic-tac-toe
CodePen Projects
CodePen Projects
AI Projects
AI Projects
Language: Python
Given a list of different parameters from a CSV file, the program creates a "tree" of decisions(ex. whether to go swimming or not given the weather outside, the heat, etc.).
Language: NodeJS
Given certain items, their significance, and their weight, the program finds what would fit best in the "knapsack" given that it can only hold a certain weight using a genetic algorithm.
Language: Python
Given articles pertaining to opinions on AI, a neural network creates its "own" opinions.
Language: Python
A program using low-level TensorFlow fitting a polynomial function to a sine wave using neural networks.
Articles
Articles
Neural Networks
Neural Networks
A series describing the math behind neural networks using Python without any machine learning frameworks.
Other places to check out my projects:
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