02AI-assisted document product2026

ResuMai

An ATS-focused resume builder combining guided AI assistance, structured editing and production-grade PDF generation.

Context01 / 04

ResuMai turns an intimidating blank document into a structured product experience. It helps users shape content, edit with precision and export a polished resume without losing ownership of their voice.

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01The challenge

AI writing tools often generate generic copy, while traditional builders make content editing rigid. The product needed to combine guidance, flexibility and dependable document output.

02The approach

I built the experience around structured resume data, rich-text editing and reusable document primitives. AI assists at controlled moments; the user remains the editor and decision-maker.

03The outcome

A multi-workflow resume platform with authentication, persistent structured content, ATS-oriented editing and robust PDF generation.

04What the work covered

Structured AI writing flows

Rich-text editing architecture

Reusable resume schemas

PDF and document generation

Next case study03

ResuMai

AI writing tools often generate generic copy, while traditional builders make content editing rigid. The product needed to combine guidance, flexibility and dependable document output.

I built the experience around structured resume data, rich-text editing and reusable document primitives. AI assists at controlled moments; the user remains the editor and decision-maker.

A multi-workflow resume platform with authentication, persistent structured content, ATS-oriented editing and robust PDF generation.

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