Automated Job Application Platform

Why this work matters

The Product Challenge

Applying to jobs at scale creates repeated form entry, scattered status tracking and inconsistent follow-up. The product needed to organize user data and make repeated applications more manageable.

The engineering challenge was to automate the repetitive parts without losing control over user-specific data, application state and operational reliability.

My Engineering Contribution

• Designed backend workflows for user profiles, job data, application state and repeated submission actions.
• Built APIs and persistence flows to track opportunities, submitted applications and operational status.
• Added guardrails around automation so user-specific data stayed structured and recoverable.
• Worked across product workflow, backend design and deployment to turn the idea into a usable SaaS-style platform.
• Designed the system so future integrations, queues and browser automation workers could be added without rewriting the core domain.

System & Product Considerations

• Separating profile data, job data and submission state
• Automation safety around repeated external workflows
• Auditability for what was submitted and when
• Extensible backend boundaries for future workers and integrations
• Operational visibility for failed or pending work

Technical Areas

What This Project Taught Me

• Automation products need transparency. Users must understand what happened, not only that the system acted.
• The core product value is workflow design: the technology matters because it protects user state and makes repetition reliable.
• A good automation platform keeps the domain model stable even as integrations change.