Case study · Custom software
A job application tool that generates 10 tailored, ATS-friendly motivation letters for a specific company and role. It saves applicants hours of writing while giving them polished PDF/Word-ready options.
Technology stack
01 — The challenge
Job applicants spend hours writing motivation letters that still feel generic and fail ATS screening. A single application can take 2+ hours of writing, and most candidates submit letters that don't stand out or pass automated filters.
02 — What I built
I built a platform that generates 10 ATS-optimized motivation letter variations tailored to the specific role, company, and position — each exportable to PDF or Word in one click using Gemini's language model.
03 — The outcome
Application writing time reduced from 2+ hours to under 60 seconds. Users receive 10 polished, ATS-compliant letter options instantly — increasing interview callback rates through better-targeted, professionally written content.
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SaaS · React · Nest.js · PostgreSQL · Docker
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