Project
Resume Builder
A resume tool that sharpens language without sanding the person out of it.
Problem
The usual resume software makes two bad assumptions. The first is that everyone needs the same visual treatment. The second is that more generated text is inherently better. Both assumptions create noise. People end up with documents that look finished but read like placeholders.
There is also a quieter problem underneath that. A lot of capable people do not struggle because they have done too little. They struggle because they are too close to their own experience to frame it cleanly. They know the work. They do not always know how to edit it for a hiring context without sounding inflated or thin.
AI should help there, but most AI resume tools reach for speed over judgment. They overstate, smooth over specifics, and push every line toward the same polished voice. That is useful if the goal is output volume. It is not useful if the goal is a document someone can stand behind.
Approach
I built Resume Builder around guided compression instead of blank-page generation. The product asks better questions first, surfaces the useful raw material, and only then helps shape it into a tighter narrative. The writing assist is there to clarify, not to impersonate.
On the design side, I kept the interface calm and narrow on purpose. Resume writing already carries enough pressure. It does not need a dashboard pretending to be exciting. The screen should feel more like an editor and less like a funnel.
On the engineering side, the stack supports fast iteration without letting the product get sloppy. Structured inputs, revision loops, and model switching make it possible to compare outputs and keep the writing grounded. The point is not to automate taste. The point is to give taste a better tool.
Outcome
Once it was live, the early signal was not vanity metrics. It was that people stopped asking what the product did and started pasting in real experience. That is a better sign. It means the framing made immediate sense.
The other useful outcome was personal. Resume Builder confirmed a working belief I keep coming back to: AI is most valuable when it sharpens judgment instead of pretending to replace it. The product still has room to grow, but the core stance already feels right.
Notes
Resume Builder came from watching smart people shrink real work into generic bullets because most resume tools treat the document like a form, not a piece of writing.
I wanted a system that could help someone think, rewrite, and sharpen without flattening the voice that made the work worth reading in the first place. It is part editor, part structured interviewer, and part restraint exercise.