AI Resume Builder & Analyzer
A workflow-focused web app that helps job seekers build resumes from structured profile data, analyze uploaded resumes against job descriptions, and manage applications in one place.
The Challenge
What Needed to Change
Job seekers typically move between disconnected tools to write resumes, tailor them to job descriptions, review fit, and track applications.
The Approach
How It Was Built
I built a single product workflow that starts with structured user profile data, uses AI to generate or refine resumes, compares resumes against target job descriptions, and keeps supporting job search activity in the same interface.
Why It Exists
ResumeCraft began as a standard resume builder and evolved into an AI-assisted product once the core workflow was already useful. That sequence mattered. Instead of inventing an AI-first experience, I used AI to reduce friction in tasks users already needed to complete: generating a resume from saved data, comparing a resume to a target role, and deciding what to improve next.
Technical Approach
The product pairs a React frontend with Express-based backend services and OpenAI-powered generation and analysis workflows. AI outputs are intentionally constrained by structured profile inputs, resume files, and pasted job descriptions so the system stays grounded in the user’s actual task. The interface also makes the AI actionable by pairing results with clear next steps such as refining content, generating a tailored version, saving templates, or exporting documents.
Studio Relevance
This project reflects the kind of AI product thinking Sawyer Camp DevLab values: start with a real workflow, define a narrow job for the model, and design the surrounding UX so the feature feels dependable. It is less a showcase of AI for its own sake and more a working example of how to ship useful AI without bloating the product.
Client
Internal product experiment
Engagement
Studio-led AI product exploration
Focus Areas
Stack
Delivered
Structured profile-driven resume builder
AI resume generation flow
PDF resume analyzer with job description matching
Application tracking dashboard
Why It Mattered
Turned AI into a workflow enhancement instead of a standalone novelty feature
Connected resume generation, resume analysis, and application tracking inside one product surface
Created a practical internal testbed for shipping constrained AI features with clear user value
Need Something Similar?
Sawyer Camp DevLab works best with founders, small businesses, and teams that need direct technical partnership and a product-minded build process.
Start a Project