Overview
An AI-powered career-preparation suite that turns a single structured profile into tailored resumes, cover letters, and interview prep — with a custom MCP server that exposes that profile as tools for LLMs and a Chrome extension for one-click job-application autofill.
Tech Stack
ReactNode.jsExpress.jsMongoDBMCPLangChainOllamaChrome Extension
Key Features
- Built a custom MCP server that exposes structured user-profile data as callable tools, consumed by Claude Code and local open-source models via Ollama to generate resumes, cover letters, and interview prep
- Authored structured Skills/harnesses for resume and cover-letter generation that enforce strict formatting and output constraints for consistent, high-quality results across different model runs
- Structured profile builder capturing academic, work, project, publication, certification, achievement, skill and social sections as the single source of truth
- ATS-optimized resume and dynamic cover-letter generation with company/role-specific keyword insertion and tone control
- Company intelligence hub with localized search and a skill-gap analyzer that compares a profile against target-role requirements
- Chrome extension that autofills long-form job-application fields on LinkedIn/Indeed/Glassdoor by calling the MCP-served profile data