IntervMatch

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Inspiration

As college students, we realize the challenge an interview can present and wanted to help other students prep for the upcoming interviews and first impressions ahead of them.

What it does

This web application allows you to sign up, fill up a form with your skill level, language preference, topic preference, referred times, role, and preferred locations. On finding a match, you get an email with contact info of the interviewer, and confirmation of the mock interview or study session. You then get periodic emails to remind you of the interview.

How we built it

We built a web application for interviewer - interviewee mapping by using React.js, Node.js, MySQL.

Challenges we ran into

Linking python based recommendation system to node.js was a bit harder.

Accomplishments that we're proud of

We're able to automate the process of mapping interviewer with interviewee and schedule the interviews.

What we learned

• Collaboratively working in a team to achieve the desired output by division of tasks
• Learnt linking of python files with node.js and executing them together
• Automation of the process of sending confirmation emails using sendGrid APIs with node.js

What's next for IntervMatch

Performing real-time analytics on database to find the skewed-ness and bias in the data so that the best interview experience can be provided to the students

Built With

• cosine-similarity
• k-means
• machine-learning
• mysql
• node.js
• react