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Applicant fills out the form and uploads their **resume** and **cover letter**\n2. Submission is stored in a **Google Cloud Storage Bucket**\n3. Files are retrieved and evaluated by the **ATS backend**\n4. Resume and cover letter are analyzed for content and relevance\n5. Applicant receives a **score**\n6. Hiring manager either **rejects** or **emails applicant** for interview\n\n## 📁 Key Features\n\n- 📌 **Resume Data Mining:**  \n  Extracts top words, word pairs, verbs, adjectives, and more from a resume dataset.\n\n- ✍️ **Cover Letter Generation:**  \n  AI-generated letters using:  \n  - Sample resume  \n  - Top keywords from mined resumes  \n  - Job description \u0026 preferred qualifications\n\n- ☁️ **Cloud Storage Integration:**  \n  Uploads form data and files to Google Cloud Storage\n\n- 🤖 **Automated ATS Scoring System:**  \n  Processes form, resume, and cover letter to generate an applicant score\n\n## 🖥️ Project Components\n\n- Resume + Cover Letter Upload  \n- Google Cloud Storage Handling  \n- NLP Resume Analysis (Python + nltk)  \n- Node/Express Backend for Evaluation Logic  \n- Tailwind CSS + HTML Frontend Form\n\n## 🔗 Live Demo\n\nNot hosted publicly, but you can view the code and see it run locally.  \nWebsite: [akunnatechstudio.com](https://akunnatechstudio.com)\n\n## 📚 Topics\n\n`nodejs` `express` `tailwindcss` `nlp` `google-cloud-storage`  \n`job-application` `resume-evaluation` `ats` `fullstack` `cloud`\n\n---\n\n© 2025 Akunna Onyekachi — For educational purposes only.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fakunna1%2Fnp-job-application","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fakunna1%2Fnp-job-application","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fakunna1%2Fnp-job-application/lists"}