Working at Stanford Genetics I have been:- Researching the application and design of LLMs on assisting the diagnosis, treatment, and education around rare illnesses.- Working with a multidisciplinary team of geneticists and engineers to design a web portal for patients to track illnesses with non-trivial ailments.

Working at Cognitive Systems Corp the past year I have:- Developed WIFI-motion sensing software; deciphering movement in any location WiFi signals are present based on channel state information.- Worked as part of a team to continue development of a Gaussian Mixture Model used to localize motion to specific zones within an area covered by WIFI.- Developed an algorithm which calculates the prediction confidence of zones based on the stability and orthogonality of devices connected to the WIFI network.- Developed and deployed a client side web application that allows users to create zones within an area and display motion present in created zones. The vision web application allows clients to show motion in localized areas around a building.

I worked as an intern under Dr. Scott Sanner.In this role I created a dataset and baseline algorithms for analogous inference queries. As part of a team, we designed and filled the dataset with text queries. The text queries were then given characteristics and aligned with correct answers and near-hit misses.Baselines developed include TD/IDF, stemming and stopword removal, and neural IR.

I worked as a data scientist, sorting and calculating data on large amounts of transactions completed through balance transfers. I also had experience working in business roles: team meetings, presentations, and determining optimal offers to customers.