JD CV Grill helps experienced candidates read a job description, recover relevant project evidence, and tailor a truthful bilingual CV/resume for ATS and recruiters. 简历优化 / JD匹配 / 经历挖掘.

An enterprise-grade Applicant Tracking System (ATS) resume analyzer built with **FastAPI**, **HTMX**, **Alpine.js**, **Tailwind CSS**, and **Chart.js**. Features deep LLM integration for semantic analysis, career trajectory evaluation, and AI-powered resume improvement coaching.

To explore the LLMs such as GPT-3. Demonstrate the strategies to design prompts are reproducible and produce a consistent result. Set up an MLOps pipeline that helps automate the task of using different LLMs and different topics. Allow improvements in the prompt design to be integrated without breaking the system and centralized log system shoul…

PROTEUS is a JD-aware application toolkit that takes a single job description — pasted, uploaded, or linked — and a candidate's resume, then runs both through a five-agent NVIDIA NIM pipeline to produce a semantic match score, a gap analysis, tailored rewrite suggestions, and a cover letter that's consistent with the resume's positioning.

Stop pasting JDs into AI Assistants. Let your AI fetch them directly.

A Job Description is a document that outlines the duties, responsibilities, qualifications, and expectations of a job. It serves as a guide for both the employer and employee to ensure effective and efficient performance.

JD Decoder & Offer Strategy OS — decode any job description into Match Score, Resume Tailor, Interview Predictor, and a Should-I-Apply verdict.

Job description for the community manage role in the @SovereignCloudStack project

Opportunity management system for the browser. Track organizations, contacts, and opportunities through every stage of your search; generate tailored resumes and cover letters using your own AI API key. No server. Nothing leaves your browser.

Resume Matcher is an AI-powered web app using NLP and Streamlit to compare resumes with job descriptions. It extracts skills, analyzes similarity with TF-IDF, and offers improvement tips. Supports single and bulk resume analysis with interactive visual insights for job seekers and recruiters.

📄 Smart resume-to-JD matcher with keyword analysis, match heatmaps, and tailored project suggestions.

Compare resume and JD skills, detect missing keywords, and improve your chances of getting shortlisted.

An explainable Python-based system that analyzes skill gaps between resumes and job descriptions using transparent text processing, rule-based NLP, and deterministic scoring — designed for interview-readiness and real-world hiring scenarios.

JD-driven study companion: paste a job description, get back what to study, what to build, and where else this role exists. A Claude Code plugin.

Portable AI-agent skill for truthful ATS-friendly resume tailoring from PDFs, DOCX, pasted JDs, and job-posting URLs.

Your solution for generating personalized cover letters and emails.

Evaluate your resume against any job description using AI to receive match percentage, likely to shortlist percentage, keyword analysis, and tailored recommendations.

Vibe Score Card is a performance tracking tool that helps teams set goals, measure progress, and visualize achievements. It offers clear dashboards and insights to drive productivity, align objectives, and support continuous improvement across organizations.

Vibe Job Description is a smart tool for creating clear, professional job descriptions. Define roles, responsibilities, skills, and qualifications with ease—streamlining hiring processes and helping attract the right talent quickly and efficiently.

Gap Sheet: resume vs job posting analysis (Flask, Vercel)