Interactive Intelligence I2 Club at University of Washington
Research Fellow
September 2024 - present
company
Interactive Intelligence I2 Club at University of Washington
title
Research Fellow
overview
- Work with a team of undergraduates and graduate students on various research projects relating to the intersection of machine learning and neuroscience
- Currently conducting trials for AutoGen MathGPT, a multi-agent framework that allows for problem solving of complex
- Projects
- Mize WebApp
- Worked on back-end engineering for a web app that helps users split their receipts with others. Used Supabase for database management, coded authentication protocol using Firebase, worked on various API's for app functionality (receipt itemization using Taggun, receipt sharing, etc). Project on Github
- Chest X-Ray Instrument Classifier- Completed this project during Stanford AIMI internship. Worked with Res-Net18, YOLO v5, and custom CNN models to create a machine learning model that accurately identified medical instruments seen in images of chest x-rays. Final model had an accuracy score of 97%. Project on Google Colab
- Epilepsy Prediction - Project completed during Inspirit AI program, a technical program led by Stanford and MIT graduates
- Worked on a project where neural networks were used to develop a program that used data from an [[p
- EEG to predict
M
Mathnasium Folsom branch
Lead Instructor
June 2022 - February 2023
S
Stanford AIMI AI in Medicine and Imaging Center
Machine Learning/Computer Vision Intern
January 2022 - August 2022
Skills
AlgorithmsArtificial IntelligenceArtificial Neural NetworksAuthentication ProtocolsAvid Media ComposerBackendCascading Style Sheets (CSS)Computer ProgrammingComputer VisionDatabase AdministrationData StructuresDecision TreesDifferential EquationsEpilepsyFintechFirebaseForecasting SkillsGeographyGithubHTMLImagingInformation TechnologyJava (Programming Language)JavaScript (Programming Language)KerasKnowledge of EngineeringKnowledge of MathematicsKnowledge of MedicineKnowledge of StatisticsLinear AlgebraLogistic RegressionMachine LearningMedical EquipmentMulti-Agent SystemsNeuroscienceNumerical AnalysisPianoProblem SolvingProgramming LanguagesPython (Programming Language)PytorchRadiologySoftware EngineeringSystem ProgrammingTennisTensorflowWeb Applications