Designed, developed, and tested deep learning models to improve RGB and depth imaging of optically encoded endoscopy.Generated custom datasets for training and evaluation using Blender. Experience with UNets, recurrent networks, and segmentation models.

Improved a coverage navigation planner to reduce downtimes and avoid obstacles, allowing it to be used in the field.Oversaw the design of a golf ball detector using computer vision. Created tools to help visualizations and operations like a height-map estimator and a bin-fullness detector using computer vision and ROS.

Developed an efficient post-processing algorithm to improve the image quality of disparity images for both GPU and CPUMaintained a stereo network pipeline and extended it to other imaging systemsEvaluated the consistency of lidar returns

Built a speckle contrast imaging setup that can more robustly estimate a photoplethysmography signalEmulated a differential SPAD array using a single-pixel time-of-flight detector, galvo mirrors, and a pulsed light source [under review]Extended high-density time-of-flight diffuse optical tomography to mouse brain imaging through human skull phantomsStrengthened collaborations with Baylor College of Medicine and Houston Methodist Hospital while working on developing a non-invasive glymphatic flow monitoring helmetPlanned and designed a fiber-based time-of-flight diffuse optical tomography probe to measure hemodynamic signals in humans

Developed a framework to determine the optical depth limit of bioluminescent sources within scattering tissue [BioRxiv]Improved the temporal resolution of SPAD detectors by 8x using oversampled measurements combined with a reconstruction algorithm [published May 2019]Designed and built a time-of-flight diffuse optical tomography setup that can achieve sub-millimeter resolution through a human skull phantom [published May 2021]Introduced the concept of time-gated measurements for diffuse optical tomography that enables high-density time-gated measurements and preserves reconstruction performance [under review]

Implemented an online payment system for first year student housing applicationsInteracted with residents and helped throw social events like Super Bowl parties and movie nights

Organized and lead ECE events like open tab night at the local bar and performance viewings at the local theater

Maintain and develop GSA website, design and publish weekly newsletter, and assemble and distribute online weekly announcements

Collected feedback from previous interviewees and made recommendations on how to improve ECE visit weekend

Helped organize events like Grads Give Back and Stop Hunger NowRaised awareness and fundraise for volunteer events by tabling at GSA events

Implemented a simulator to test ghost imaging configurations using DMDs and SLMsBuilt a neural network that learns patterns for a DMD array and a corresponding decoder networkCompared different ghost imaging configurations through scattering such as compressive ghost imaging, high-pass filtering, and neural network decoders

Designed and built system to generate and monitor pulsed fog systemCompared pulsing schemes for target distortion in multiple wavelengthsDeveloped a CNN that classifies shapes behind fog to quantify target distortion

Developed a novel scheme to detect viral pathogens using sequencing reads

Created a C++ algorithm to map NGS reads to the genome and determine mutational frequenciesTested a large-scale implementation of the algorithm on Amazon Web Services Elastic Compute Cloud to determine efficacy in real-world applications

Worked with a partner to teach a group of 20-40 students about MATLAB in a manner that is understandable to themWorked in a team to design the framework for the practice question bank using Python, Google-app engine, Html and JavaScriptCollaborated with other TAs to design an autograder to grade around 1000 student submissions each week

-Tested Smoothed Particle Hydrodynamics system of ABAQUS for simple laminar flow through a tube to determine error-Designed a marker tracking software using MATLAB to follow markers in heart inflation testing, plot trajectories, and calculate stresses and strains using a 2D to 3D mapping code-Used Solidworks to design a bath for biaxial heart tissue fatigue testing and an anchor for stent administration through tubes

- Responsible for internal functions of the club, including the newsletter, The Triple Helix (publishing organization) at GT, and website- Restructured the constitution to update the mission of the organization and redefine its bylaws- Helped establish the goals of the organization, as well as plan upcoming events like Moving Day walkathon and brain dissection