Case Study

Aether CV

Aether CV brings resume creation, ATS alignment, and interview preparation into one calmer product flow for candidates making high-stakes career decisions.

AI product / career technologyLive product

Overview

The product was shaped to make multiple career workflows feel connected instead of fragmented, with AI assistance serving a stronger product structure rather than replacing it.

Challenge

Resume tools often feel generic, fragmented, or overly dependent on AI output without enough user guidance. The challenge was to design a guided experience that feels useful, editable, and trustworthy.

Product goals

Improve resume quality through clearer guided flows

Support ATS readiness without overwhelming users

Make interview preparation feel structured instead of bolted on

Solution

Defined the product around core candidate tasks instead of isolated AI utilities

Used calmer UX and stronger hierarchy to connect resume and interview-prep states

Kept assisted output editable so users maintain control over important career materials

Features

Guided resume builderATS alignment supportInterview-preparation flowsEditable AI-assisted output

Scope

Product strategyUI/UXFrontend deliveryAI experience design

Tech stack

Next.jsReactTypeScriptAI integrationsResponsive UI system

UX / design thinking

Kept the product calm and confidence-building rather than flashy or overly automated

Balanced assisted generation with user control and editing clarity

Used hierarchy to make multi-step product states easier to trust

Implementation

Built a responsive multi-step workflow across resume creation and interview preparation states

Structured the frontend around guided content creation, review, and refinement

Prepared the product for continued iteration as feature depth expands

Media note

Case study imagery uses real product screenshots. Additional metrics or supporting media are added only when approved for public release.

Outcome

Public outcome metrics are intentionally withheld until verified and approved for release.

Verified public metrics pending

When approved, this section can be extended with validated adoption, conversion, retention, or customer feedback proof.

Actual product screenshot shown

Live product URL available

Public metrics intentionally withheld until verified

Next Step

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