TAILR

Overview

TAILR is a lightweight tool designed to help job seekers quickly tailor their resumes to specific job descriptions.

Instead of manually rewriting resumes for each application, users can input a job description, upload their resume, and instantly generate a more targeted version.

The goal was to reduce friction in the application process while improving alignment with how resumes are evaluated by hiring systems.

The problem

Job applications often require candidates to tailor their resumes for every role. In practice, this process is:

• Time-intensive

• Repetitive

• Difficult to optimize for ATS systems

Many applicants either reuse the same resume or make small edits that don’t meaningfully improve alignment with the job description.

As a result, strong candidates can be filtered out before reaching a recruiter.

Opportunity

While there are existing tools that help tailor resumes, many of them fall short in a few key areas:

• Interfaces are often cluttered or unintuitive

• Customization is limited, making it hard to adapt outputs

• ATS-focused feedback is either hidden, overly complex, or not easily accessible

This creates friction in a process that should be fast and repeatable.

There’s an opportunity to design a more streamlined experience, one that combines clear inputs, flexible editing, and accessible ATS alignment in a single, focused workflow.

The goal was not just to generate a resume, but to make the process transparent and controllable for the user.

Input → Output Layout

The interface is structured as a dual-panel layout:

• Left: user inputs (job description + resume)

• Right: generated output

This allows users to clearly understand cause and effect — what they input directly impacts what is generated.