01 / MOYSIS MOYSEOS

Selected projects.

Tools, applications and experiments — how they work, what I contributed, and the decisions behind them.

Reading receipts, checking the output

A receipt scanner that turns a photo into itemized purchase data, then checks the model’s output against the scanned text. Everything runs locally.

Designed and implementedLocal prototypeProject write-up

Giving coding agents room to work

Several AI coding agents work on one codebase in separate working copies. A supervisor can retry a failed task, reassign it or ask a person to step in.

Designed and implementedCoordination prototypeProject write-up

Showing the support behind an answer

A document-chat interface that displays answers and support labels returned by a separate retrieval and grading workflow.

Designed and implementedInterface implementedProject write-up

Capturing a web page through an API

A self-hostable service that takes a URL and returns a screenshot, PDF or archived page, using headless Chromium behind a job queue.

Designed and directedCapture service implementedProject write-up

Checks permissions before retrieval

A document-access foundation that resolves which records a person may read, designed to sit before retrieval for an AI answer.

Specified and directedAccess-control foundationProject write-up

The work behind a contact form

A contact endpoint for a local-business site that stores submissions, checks for abuse and sends email and CRM notifications.

Contact-flow developmentDeployed siteProject write-up

Comparing approaches to fraud detection

Coursework revisited as a fraud-detection service, with decisions weighted by the cost of approving, declining or reviewing a transaction.

Authored with agent contributionsResearch prototypeCode + project write-up