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PHONE NUMBER AVAILABLE EMAIL AVAILABLEEducationCarnegie Mellon University, Pittsburgh, PA May 2025M.S., Electrical and Computer Engineering, Department of Electrical and Computer EngineeringUniversity of North Carolina at Chapel Hill, Chapel Hill, NC May 2021B.S., Biomedical and Health Sciences Engineering, Joint Department of BME at UNC and NC StateMinor in Computer ScienceDeans List (Fall 2017, Spring 2018, Fall 2018, Fall 2019)Work ExperienceUNC School of Medicine, University of North Carolina at Chapel Hill Aug 2019 May 2021Undergraduate Research Assistant: Mucociliary Clearance and Aerosol Research LaboratoryDeveloped Python image processing program to pinpoint regions of high and low particle deposition in respiratory tract using images produced by gamma scintigraphyAssisted in clinical studies of various aerosol (e-cig, wood smoke, hypertonic saline) deposition in the respiratory tract using gamma scintigraphy to generate imagesRan studies on polydispersed aerosols with cascade impactors to generate data associated with particle size and deposition in the respiratory tractDepartment of Biomedical Engineering, University of North Carolina at Chapel Hill Aug 2018 May 2019Researcher: Ultrasound Imaging and Transcranial Super-Resolution Imaging LaboratoryDeveloped 3D CAD models for securing transducer in experimental setup of simulation of transcranial ultrasoundPerformed experiments using the models and transducer to image objects ranging from standing wires to moving microbubblesFixed blurry images by developing new model for experimental setup and redesigning transducer holderProjectsMachine Learning Translation Model Web Application June 2022 Jan 2023Carnegie Mellon UniversityDesigned and implemented machine learning pipeline for web application to translate audio from user-uploaded videos. Applied noise reduction by spectral subtraction and used LAS and XLSR for training and testing transcriptions. Post-processed transcriptions for profanity censoring.Deep Neural Networks, Deep CNNs October 2021 May 2022Carnegie Mellon UniversityImplemented and trained these algorithms using SGD under different cost functions in Python and adjusted hyperparameters to minimize validation error. Built deep CNN for image classification using PyTorch.Decision Trees, NLP Logistic Classifier, Hidden Markov Models, Q-Learning Linear Func. Aug Dec 2021Carnegie Mellon UniversityDesigned and implemented each of these models in Python for training on large datasets. Models were then tested on validation datasets and the errors were compared.Electronic Periodontal Probe Prototype Jan 2021 May 2021University of North Carolina at Chapel HillWrote script for the microcontroller of electronic periodontal probe that indicated the proper amount of pressure to be applied during probing for a more accurate assessment of a patients progression of periodontitisGUI for Automating Image Analysis of Hot and Cold Spots in Lung Deposition 2019 2021Mucoclliary Clearance and Aerosol Research LaboratorySelf-directed project using Python to automate the image processing and analysis of lung images produced by gamma scintigraphy. Interface outputs patients hot and cold spots after user selects images.Data Structures Development Aug Dec 2019University of North Carolina at Chapel HillCreated several different data structures including Binary Search Trees, Binary Heaps, Splay Trees, and Weighted Digraphs for organizing and retrieving records of names and agesSimulation of Transcranial Super-Resolution Imaging Jan June 2019Ultrasound Imaging and Transcranial Super-Resolution Imaging LaboratoryDesigned Ultrasound transducer holder using SolidWorks and Adobe IllustratorLaser-cut and 3D printed parts to assemble transducer holderRepeated experiment using trial and error techniques to improve the resolution and minimize movement of the transducerGUI Sushi Conveyor Belt Game Jan May 2019University of North Carolina at Chapel HillDeveloped GUI for sushi belt game in Java using OOP. Interface generates customizable sushi dishes under user-defined conditions such as price and position on the belt.SkillsProgramming Languages: Imperative programming languages: Java, Python, C, MATLABAssembly languages: MIPSDeclarative programming: SQLExperience working with Relational Databases and NoSQL DatabasesPrototyping and Circuit Design:SolidWorks, Fusion 360, AutoCAD, LabVIEW, EagleCAD, Fritzing, Multisim, Adobe Illustrator, Arduino (digital/analog circuitry, microcontrollers).Experience with:Wolfram MathematicaFluent in Spanish (Read and Write) |
