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Hi there, I'm Sarah!

  • āš” Fun fact: I'm currently a first-year CMU undergrad pursuing a major in Computational Biology, with an intended concentration in Software Engineering.
  • šŸ”­ Iā€™m currently working on image analysis, game design, and protein folding problems. I also work part-time for PTZOptics!
  • šŸŒ± Iā€™m currently conducting independent research on autoimmune diseases, transcription factors, and drug targeting using AI!
  • šŸ‘Æ Iā€™d love to collaborate on anything CB/CS-related! Shoot me an email if you are interested in collaborating on any upcoming projects/hackathons/competitions.
  • šŸ’¬ Ask me about anything NodeJS and I will probably talk your ear off :D
  • šŸ“« How to reach me:
  • šŸ˜„ Pronouns: she/her

Recent Projects

  • MAS Mechanism Analysis (paper here) (02-251 Final Project) - Identified transcription factors (TFs) that bind loci associated with type II and III MAS (multiple autoimmune syndrome) diseases, then cross-referenced with corresponding transcribed genes to analyze resulting expression levels. All genes identified (ex. POLR2A and IFN2) were associated with inflammatory pathways and provide insight into understanding why these genes have modulated expression in those with MAS.
  • OptoPulse AI (TartanHacks 24 top 15) - An all-in-one AI platform designed to evaluate and analyze optometric information, such as elevated dry eye risk and basic vision tests.
  • Single Cell Perturbation Analysis (21-241 Final Project) - Analyzed single cell drug-induced perturbations using Principal Component Analysis!
  • Lupus Diagnosis (ISEF 23) - Model predicts lupus using gene expression profiles and AI with 99.13% testing accuracy (the gene the model determined as the 2nd most important in prediction, a year later, made headlines for being the reason why more women have autoimmune diseases!).
  • Camera Management Platform (NAB, ISE, NAMM) - Control your PTZOptics cameras through one convenient desktop application! Includes:
    • PTZ camera control
    • Auto-tracking for any G2 PTZOptics camera
    • Advanced color correction
    • Web API allows easy integration with other products (OBS, vMix, StreamDeck, etc)
    • In-app documentation and guides

GitHub Stats

Technologies


Web + App Development
HTML5 JavaScript Electron Vite Express.js NodeJS TypeScript ThreeJS Tauri

ML/AI Development
Python Jupyter Notebook Visual Studio Code PyTorch

Academic
Languages officially learned in the classroom, typically in the context of another field.
Java Julia C

Other
Other technologies and disciplines learned along the way.
Rust Git Linux Windows


Account Links

LinkedIn Logo Codepen Logo

CodeWars

Sarah Cross's Projects

genetic-projects icon genetic-projects

Small snippets of code pertaining to genetics(ex. genetic algorithms, decision trees)

gun-detection-gui icon gun-detection-gui

An effective, real-time, high accuracy AI based system for detecting guns that works with almost any existing surveillance system and on commodity hardware.

l-systems icon l-systems

Teaching kids how to create an L system parser using Turtle

nlp-analysis icon nlp-analysis

NLP Analysis of Wild: From Lost to Found on the Pacific Crest Trail.

optopulse-ai icon optopulse-ai

An all-in-one AI platform designed to evaluate and analyze optometric information, such as elevated dry eye risk and basic vision tests.

plant-simulation icon plant-simulation

Plant simulation; reproduces Gregor Mendel's research on pea plants by following the seven characteristics he traced.

reli-analysis icon reli-analysis

Reimplementation using Python of RELI (Regulatory Element Locus Intersection), an algorithm for discovering transcription factors (TFs) that bind a significant number of loci associated with a given disease or phenotype (e.g., through a Genome Wide Association study, or GWAS). Part of 02-251 class.

sle-diagnosis icon sle-diagnosis

Uses gene expression profiles to diagnose lupus with neural networks.

wad-analysis icon wad-analysis

Using several classification regression methods to find trends in the MiCUSP dataset. This is being used for the CGA project.

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