From résumé import to an application-ready profile.
Help candidates move through an application with clarity.
Where this work fits
A person’s experience can suit an opening without that connection being obvious in a general profile. I worked on making the introduction and experience descriptions more relevant to the role, while keeping the original career history intact.
I connected résumé and profile preparation with the application flow. Generation needed to wait for imported information, and the screen needed to reflect actual readiness. I worked on waiting, retry, and failure states so candidates could continue from the result available to them.
Bring relevant experience into view
Before
“I work across onboarding, inventory tools and product data.”
After · tailored introduction
I build
backend APIs
and
background jobsfor inventory and product data.
010203 All experience kept
A useful rewrite still has to be true.
The model could borrow a skill from the job description that the candidate had never claimed. Checks had to preserve titles, figures, and supporting experience. There was also a waiting problem: I used priority queues and concurrency control so a profile being opened could take the next available generation slot.
The skills behind the work
- Vue / Nuxt
- Connect backend behavior with a usable, responsive product interface.
- TypeScript
- Make data shapes and code boundaries explicit while building product behavior.
- Error recovery
- Handle interruptions and failed operations without discarding useful progress.
The profile experiment showed more reviewed candidates progressing to a conversation. The work improved how experience was presented and tested that change against what people did next.