🛠️ What I Built
I built a Real-Time Resume Tailoring Agent — an AI-powered tool that helps job seekers instantly tailor their resumes to job descriptions they provide.
Users simply paste in a job description, and the AI intelligently rewrites and structures their resume to match the role — highlighting relevant experience, skills, and keywords.
It eliminates the manual, time-consuming process of editing resumes for every application and ensures job seekers are presenting themselves in the best possible light for each opportunity.
🔍 Demo
- 🔗 Live App: [Insert deployed link here]
- 🧠 GitHub Repository: [Insert GitHub repo link here]
Screenshots
- Upload resume + paste job description form
- AI-generated tailored resume preview
- Optional cover letter generator
🌐 How I Used Bright Data's Infrastructure
While this project doesn’t scrape jobs directly, it uses Bright Data’s infrastructure in a unique way:
I integrated Bright Data to:
- Access: Job listings and company pages manually provided by the user (copy-pasted or linked) are fetched in real-time via Bright Data’s web access infrastructure to extract details like job title, skills, responsibilities, and tone.
- Extract: Parsed relevant content from the job page to guide the AI's tailoring process.
- Interact: Bright Data’s tooling allows future expansion to actively browse and interact with company pages or application forms, which could be used for context-aware tailoring.
By enhancing data access, Bright Data helps the agent understand the most accurate and up-to-date context for tailoring resumes.
⚡ Performance Improvements with Real-Time Data
Most resume tools use generic templates or outdated job data. This agent tailors resumes based on real-time, user-supplied job descriptions, giving it several advantages:
- Highlights relevant skills with higher accuracy
- Adjusts tone and language to match the job/company
- Generates personalized summaries and impact statements
This ensures better alignment with applicant tracking systems (ATS) and higher chances of catching recruiter attention.
🙌 Final Thoughts
This was a great opportunity to explore AI + web access. Bright Data’s platform opens the door to smarter, more dynamic agents — and I look forward to expanding this into a full AI assistant for job seekers.
Thanks to Bright Data and DEV for hosting the challenge — and empowering us to build with fresh data and limitless ideas.
Top comments (1)
Hey, this article appears to have been generated with the assistance of ChatGPT or possibly some other AI tool.
We allow our community members to use AI assistance when writing articles as long as they abide by our guidelines. Please review the guidelines and edit your post to add a disclaimer.
Failure to follow these guidelines could result in DEV admin lowering the score of your post, making it less visible to the rest of the community. Or, if upon review we find this post to be particularly harmful, we may decide to unpublish it completely.
We hope you understand and take care to follow our guidelines going forward!