DevJam Project: Predict My Career

Introduction:

Inspiration

A lot of students face the difficulty of choosing options for their careers. CS students, in particular might need to choose a subfield to prepare accordingly. Recruiters, on the other hand also need to make a decision, about assigning the best suited job-role to a candidate, while recruiting. Moreover, recruiters might also need to find the particular fit for the various job roles.

Solution

'Predict my career', a web application based on Machine Learning Algorithms. Job role predictions based on inputs from the user about their areas of interest, coding skills, company choice, and other such things.
Students can signup as Users to:
1. Fill up the form and find out the top 3 best suited job-roles for them.
2. Upload the resume and save the options, they are interested in, from the predicted roles.
Recruiters can signup as Admin to:
1. Find the best suited job role for any candidate, already hired.
2. Find the candidates for a particular job role(those who saved that role for themselves) and view their resumes.

Technology Stack:

1. Node.JS
2. Express.JS
3. MongoDB Atlas
4. HTML
5. CSS
6. Javascript
7. Machine Learning

Setup

1. Install node and python on your system.
2. Run npm install to get all the required dependencies.
3. Set up .env file with the required variables and assign them proper values.
4. Run python.py command to build the models.
5. Run npm start and the project should be up and working on localhost:8000

Contributors:

Team Name: Cereal Killers

• Archit Keshri
• Umang Aggarwal
• Prakhar Gupta
• Ojasvi Gupta

Video and PPT

• Presentation
• Video

Made at: DevJam 4.0