Cyber Software Engineer Overhauled a key microservice on a DoD project by redesigning an algorithm to more effectively parallelize pivotal processes and more efficiently make use of GPU resources, leading to a 5x reduction in processing time. Founded, designed, and developed a full stack application that leverages LLMs to create complete, customizable, and formatted documents for a variety of use cases, such as cyber deception.Streamlined and significantly sped up the deployment… Show more Cyber Software Engineer Overhauled a key microservice on a DoD project by redesigning an algorithm to more effectively parallelize pivotal processes and more efficiently make use of GPU resources, leading to a 5x reduction in processing time. Founded, designed, and developed a full stack application that leverages LLMs to create complete, customizable, and formatted documents for a variety of use cases, such as cyber deception.Streamlined and significantly sped up the deployment process for a project by redesigning it as a Docker application. Integrated Retrieval Augmented Generation (RAG) into an LLM based application by developing a custom pipeline for document parsing, chunking, embedding, and storing in a vector database, leading to significantly improved model accuracy. Oversaw operations for multiple teams as tech lead temporarily on several occasions, leading projects through key milestones, integrating projects with other subsystems, coordinating data schemas with other teams, and addressing critical bugs with the testing team. Full Stack Developer Drastically reduced the loading time of a full stack web application by refactoring the front end to make use of virtualization, improving rendering time, and redesigning the backend to make use of batch querying, reducing the number of API calls needed, resulting in users seeing their data over 50x faster. Designed APIs and database models to support dozens of new frontend features in a web application, using Django. Developed, debugged, and delivered over 100 new pages and components for user interfaces across multiple web applications. Increased usage of a company webpage by refactoring the codebase, resulting in dramatically reduced load times, a modernized user interface, and new features allowing the data to be automatically organized into concise tables and graphs. Show less

Developed a library that modeled several different discrete probability distributions for use in secure multiparty communication, using the SCALE-MAMBA python framework.

Simplified data processing by developing a feature to quickly and easily reorganize data into concise, customizable tables and integrating it into key company web pages.Streamlined business operations by developing an application that delivers users a customized product catalog by efficiently scraping through massive databases of items in order to efficiently and intelligently deliver users only what they need.