{"id":25049212,"url":"https://github.com/rgprajeen/ats-ai","last_synced_at":"2026-02-22T04:33:56.422Z","repository":{"id":275850055,"uuid":"923082757","full_name":"rgprajeen/ats-ai","owner":"rgprajeen","description":"A web based tool to redact, enhance and transform CV into consistently formatted PDF","archived":false,"fork":false,"pushed_at":"2025-01-30T15:45:37.000Z","size":775,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-10-04T05:54:13.006Z","etag":null,"topics":["agent","ai","app","ats","next","react","web"],"latest_commit_sha":null,"homepage":"https://ats-ai-challenge.vercel.app","language":"JavaScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/rgprajeen.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-01-27T16:05:36.000Z","updated_at":"2025-01-30T16:34:24.000Z","dependencies_parsed_at":null,"dependency_job_id":"743b2ab2-35b8-4d76-840e-643edf65d87c","html_url":"https://github.com/rgprajeen/ats-ai","commit_stats":null,"previous_names":["rgprajeen/ats-ai"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/rgprajeen/ats-ai","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rgprajeen%2Fats-ai","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rgprajeen%2Fats-ai/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rgprajeen%2Fats-ai/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rgprajeen%2Fats-ai/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/rgprajeen","download_url":"https://codeload.github.com/rgprajeen/ats-ai/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rgprajeen%2Fats-ai/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279083860,"owners_count":26099719,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-10-15T02:00:07.814Z","response_time":56,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["agent","ai","app","ats","next","react","web"],"created_at":"2025-02-06T08:16:53.842Z","updated_at":"2025-10-15T13:39:08.145Z","avatar_url":"https://github.com/rgprajeen.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# AI-Powered CV: Anonymization, Reformatting \u0026 Agentic AI\n\n## Overview\n\nThis project is a **Next.js** web application designed to:\n\n1. **Parse and Anonymize** a CV by removing personal data while retaining essential information.\n2. **Reformat** the CV into a consistent, user-friendly layout.\n3. Display the **updated CV** in a **rich text editor** for user adjustments.\n4. Incorporate an **agentic AI component** to enhance the CV process or recruitment pipeline.\n\n**Demo Link:** [Here](https://ats-ai-challenge.vercel.app/)\n\n## Features\n\n- **CV Input**: Upload or select a sample CV.\n- **Anonymization**: Remove personally identifiable information.\n- **Reformatting**: Organize the CV into a consistent layout.\n- **User Review**: Edit the updated CV in a rich text editor.\n- **Agentic AI**: Implement a multi-step AI process to assist in one aspect of the project.\n\n## Technical Stack\n\n- **Framework**: Next.js\n- **UI Library**: [shadcn/ui](https://ui.shadcn.com/)\n- **Deployment**: Vercel\n\n## Getting Started\n\n### Prerequisites\n\n- Node.js\n- npm or yarn\n\n### Installation\n\n1. Clone the repository:\n\n   ```sh\n   git clone https://github.com/rgprajeen/ats-ai.git\n   cd ats-ai\n   ```\n\n2. Install dependencies:\n\n   ```sh\n   npm install\n   ```\n\n3. Set up environment variables:\n   - Copy `.env.example` to `.env`\n   - Add your OpenAI API Key to a `.env` file.\n\n### Running the Application\n\n1. Start the development server:\n\n   ```sh\n   npm run dev\n   ```\n\n2. Open your browser and navigate to `http://localhost:3000`.\n\n### Deployment\n\nDeploy the application to Vercel by following their [deployment guide](https://vercel.com/docs).\n\n## Testing\n\nRun unit tests to ensure quality:\n\n```sh\nnpm run test\n```\n\n## Assumptions\n\n1. **CV Parsing**: The application assumes that the uploaded CVs are in a format that can be parsed effectively (e.g., PDF, DOCX, or plain text).\n\n2. **Anonymization**: The anonymization process will remove all personally identifiable information (PII) such as phone numbers, email addresses, and social media links. Only the first name may be retained if necessary.\n\n3. **Reformatting**: The reformatting process will follow a consistent layout as provided in the sample-formatted-cv.pdf. This includes using headings, bold text, and bullet points for clarity.\n\n4. **Agentic AI Component**: The AI component will use a multi-step approach involving specialized assistants (formatter, enhancer, anonymizer, linguist) to process the CV. Each assistant has a specific role and will not be referred to by name during the process.\n\n5. **Language and Formatting**: The linguist assistant will handle language-related tasks to ensure proper grammar and structure without changing the overall meaning of the content.\n\n6. **Sensitive Information Handling**: The anonymizer will prioritize caution and remove any ambiguous information to ensure no PII escapes the anonymization stage.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frgprajeen%2Fats-ai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frgprajeen%2Fats-ai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frgprajeen%2Fats-ai/lists"}