Hey, I'm Siven!
I code, design, and take pictures sometimes
I'm a computer science student at Duke University. My goal is to create software and experiences that enable both equity and efficiency across many fields, whether it be health, education, or software development.
Development
I program in a number of languages and principles, from frontend and design to backend, to simple scripts. Most of my work is done in Java and JS/TS, but I have worked extensively with Python, Rust, C, and C++
Favorite/Frequent Languages and Tools
Next.js
React
Svelte
Java
Python
TypeScript
Golang
Huggingface
Rust
Experience
Duke University Dept. of Biostatics & Bioinformatics
Working with multi-omic and genetic sequence data to find associations in the genome. More to come!
Oklahoma Medical Research Foundation
Experimented with Transformer and Convolutional Machine Learning models in Python to determine the viability of a feature reduction model over an entire genomic track. Included building custom tokenizers to convert research standard BED files into vectors.
University of Central Oklahoma
Utilized Large Language Models and text classifiers (OpenAI API and LangChain) to create a web resource for students to generate practice tests from a PDF of notes. Text classification via LangChain allowed for users to select a number of questions from particular generalized concepts generated from the notes.
Projects
FIRST Robotics Match Optimizer
Built matchup optimizer utilizing Random Forest Classifiers and data pulled from official FIRST APIs to train a Random Forest Classifier alongside Binary Classification to predict wins to about an 85% accuracy rate. Included a Svelte frontend and visualization to inform match strategy.
roundify
Customized user interface for Firefox (via userchrome.css), includes integration that modifies the default homepage with the daily Astronomy Picture of the Day.
mtxmathtools
CLI matrix computational tool I wrote to make doing linear algebra homework easier. Wrapped in a python package.