MatchMatrix

Inspiration

MatchMatrix was inspired by our previous Software Engineering project called Smart CV. In that project, candidates uploaded their CVs and companies selected profiles manually. We realized the process was slow and not intelligent. We wanted to improve it by adding AI to make matching automatic and smarter.

What it does

MatchMatrix is an AI-powered platform that matches candidates with tasks or opportunities. It analyzes CVs, extracts skills, and calculates a match score. It then recommends the best candidates based on data.

How we built it

We used Python for the backend. We used NLP to extract skills from CV text. We designed a relational database to store users, skills, and tasks. We built a scoring algorithm to calculate compatibility.

Challenges we ran into

Extracting skills from CV text was difficult. Cleaning and organizing the data took time. Designing a fair and accurate match score was challenging. We also worked under time pressure.

Accomplishments that we're proud of

We built a working AI matching system. We created an automated scoring process. We improved our previous Smart CV idea. We developed a complete system in a short time.

What we learned

We learned how to apply AI in a real project. We improved our database design skills. We practiced teamwork and fast development. We learned how to turn an idea into a working product.