Applications of generative AI using LLMs and Knowledge graphs for enterprise services

AWS Service Catalog, mostly focused on Infrastructure as Code (IaC).Created open source tooling and developed parts of the AWS CDK.

Primarily focused on applications of computer vision and natural language processing.* Lead researcher and proposal writer for SBIR, selected to develop system to determine camera network topology based purely on captured video feeds.* Research and develop methods to analyze larges amounts of aerial overhead imagery using accelerated computing and deep learning.* Helped develop and lead recruiting efforts

Information Retrieval and Web Agents (CS 466/666)Hold office hours, host help sessions, grade homework/projects/exams, and be available for general answering of questions.

Research in EHR phenotyping algorithms for predictive outcomes in ICU patient stays.Developing signal processing algorithms and data pipelines for artifact detection and correction in physiologic signals.Co-authored research paper on data quality and validation of large scale clinical databases.Feature extraction and engineering for predictive outcomes on multi time series data.Machine Learning using both supervised/unsupervised methods.

In-vivo imaging of pontine-cerebellar circuits using chronic two photon microscopy in rats, examining the relationship between morphological and functional characteristics of axons.• Developed a platform in MATLAB environment to digitally reconstruct neurons from 3D brain images and convert them into discrete data structures, creating a faster and more efficient method to analyze 3D and 4D brain scans.• Collaborated with other scientists to create and modify algorithms using python and MATLAB to examine the topological and functional features of neurons in the ponto-cerebellar circuit.• Employed multiple statistical methods with imaging software to evaluate and compare patterns in neuronal circuitry.• Viral injections, antibody injections, animal care and handling.

Taub Institute for Neurodegenerative Diseases.Research assistant on drug discovery work for tau-pathology.