Projects

(Sasser) Enterprise AI Integrations

Bunch ol' AI products and infrastructure for enterprise applications. Full writeup here.

x360 Assistant · Answers business questions on existing enterprise applications, supporting 5-6+ of them through a single npm package installation.
Knowledge Corpus + Hydration · Generating and maintaining the core knowledge base each assistant reads from, without fine tuning weights.
Context Window Memory Compression · Implementation of a 2026 paper on compressing conversation state into explicit.typed.keys.
AI Health Telemetry · What we log, where we log it, how we communicate it, so changes to the AI infrastructure get measured over time.
Agentic Engineering Debugger · Javascript and cursor hooks that surface prompts versus token usage, aimed at cost efficiency.
UAT tear-up-tear-down · Handing a business user a simple URL for rapid feedback without leaving expensive devops tooling running.

Data Science Lab

Active maintainer for my university's data science lab. Duties include maintaining our mosaic of screens (4x85in), cluster upkeep, ad-hoc support for university projects, capstone review.

ThreatData

Contributor. Malware platform allowing security engineers to triage and (otherwise) action on threats affecting Facebook and other Meta Platforms.

I spent months refining a model all to answer: is this little extra screen real estate worth showing an advertiser's extra piece of text at the footer of an ad? The answer was yes, but for older males invoking time urgency over a deal on a bigger ticket item.

Visualizer (Corn Gene Homology)

PhD student had output from a machine learning algorithm to determine corn gene relatedness (to other corn genes). I built a visualizer to make these relationships more human readable and explorable. Really at the time, the main merit was my parsing component and the ability to kinda 'hyperlink' into a tabulated data file to use it as a companion for exploration and edits.

Handwriter-Web