Dathan Eldridge's Work | ContraWork by Dathan EldridgeDathan Eldridge
I build secure AI and business apps for complex workflows.
I designed and built SYNAPZ Network Stability, a full-stack connectivity-intelligence platform for diagnosing intermittent internet, Wi-Fi and voice-call problems.
The system continuously measures latency, jitter, packet loss, gateway responsiveness and connection interruptions, then converts the evidence into plain-language diagnoses, incident timelines and downloadable technical reports.
It includes secure user accounts, private device pairing, a Windows telemetry agent, mobile browser testing, offline buffering, user-scoped data isolation, privacy controls and evidence-led reporting.
The product is being expanded into dedicated experiences for home users, gamers, remote workers, businesses and managed IT providers. SYNAPZ — Governed AI Execution and Decision-Support I designed and built an AI system guardian focused on operational health, memory, security, resource monitoring and controlled deployment decisions.
The system evaluates runtime conditions, identifies risks, records supporting evidence and provides clear hold, approval or rejection decisions before sensitive changes proceed.
I led the product architecture, monitoring workflows, decision controls, frontend, backend and testing. I designed and developed an AI-assisted application-building system that supports product definition, architecture, code generation, testing, review, deployment and controlled iteration.
Unlike unrestricted code generation, the platform uses structured workflows, specialist agents, human approvals, validation gates and deployment controls to create more accountable and reproducible software builds.