Why this system had to exist
JOBMOO was built to reduce the repetitive overhead of searching roles, scoring fit, preparing outreach, and applying across multiple channels. Job seekers often spend more time collecting and filtering opportunities than actually pursuing the best ones. The platform needed to centralize that workflow and keep it visible through a dashboard.
JOBMOO was built to reduce the repetitive overhead of searching roles, scoring fit, preparing outreach, and applying across multiple channels.
Job seekers often spend more time collecting and filtering opportunities than actually pursuing the best ones.
The platform needed to centralize that workflow and keep it visible through a dashboard.
This system is fully operational. Switch narrative tabs to explore context, problems, and breakthrough milestones.
Architecture explorer
Select a layer to inspect the operating shape of the system.
React Dashboard
This layer participates in the wider system boundary described in the story above, connecting runtime behavior, user-facing interaction, and safety constraints into one deployable stack.
Before / after transformation
The outcome is easier to feel when you switch between baseline and optimized states.
Opportunity Discovery
Manual site hopping
Optimized resolution
Centralized automated intake
What shipped
Multi-source job scraping across feeds, APIs, and browser automation
AI scoring against candidate profiles with personalized cover letters
Automated application delivery through email and form workflows
Live progress tracking via queues, sockets, and dashboard feedback