CV Matchr
Built an AI-powered CV screening tool that matches candidates to job openings using natural language processing. The system scores resumes against job descriptions and provides candidates with specific feedback on how to improve their applications. Integrated real-time analysis to help both recruiters filter applicants and job seekers optimize their CVs for better match rates.
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Overview
We built an AI platform that matches CVs to job opportunities and scores applications in real time. The system analyzes candidate profiles against job requirements, then provides specific feedback on how to improve match rates. CV Matchr helps job seekers understand exactly what recruiters are looking for and how to position themselves accordingly.
Team
Deliverables
AI-powered matching engine that analyzes CVs against job descriptions to identify best-fit candidates
CV parsing engine with real-time scoring and optimization features
Web application for job candidates to upload resumes and discover matching opportunities. Built with React frontend and Python backend for resume parsing and matching algorithms.
Integration tools for employers to post jobs, review matches, and manage candidate pipelines. Built employer dashboards with real-time application tracking and automated screening workflows.
We built a complete data pipeline that processes resumes and job descriptions through multiple stages. Raw documents flow through our extraction system, get cleaned and standardized, then feed into our ML training pipeline. The setup includes automated data validation, feature engineering for text matching, and model versioning to track performance improvements over iterations.
We launched CV Matchr's MVP with all core features working end-to-end. The platform could accept job postings, parse CVs, run AI-powered matching, and deliver scored results through a clean interface. Early user testing validated the matching accuracy and UI flow. The MVP gave the client a working product to demo to potential customers and gather real feedback for the next iteration.
Working with Axel and Dev, In transformed our concept into a functioning product. Their practical approach meant we got exactly what we needed—a working application, not just promises. They delivered clean code, provided solid technical guidance throughout the build, and helped us make smart decisions about our tech stack. We'd recommend them to anyone who needs to ship quality software.
Marie Nord
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FAQ
Get quick answers about working with us and our approach to digital solutions.
What’s included in a monthly retainer?
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Each retainer includes a set number of design or strategy requests per month, priority turnaround, and a dedicated point of contact. It’s built for teams who want ongoing support without starting from scratch every time.
How many requests can I make per month?
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We typically handle up to two active requests at a time, with new ones queued as they’re completed. Most deliverables are turned around within 48–72 hours, depending on complexity.
Is a retainer better than a one-off project?
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If you need ongoing design support, faster turnarounds, or regular iterations, a retainer is often more cost-effective and collaborative than starting fresh each time.
Who will I be working with?
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You’ll work directly with senior designers and strategists. No middle layers, no fluff—just experienced people doing the work.
Do you work with international clients?
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Yes. Most of our clients are remote. We’re fully set up to collaborate across time zones with clear communication and shared tools.
