Artificial Intelligence based Computer Science Career Counsellor

Project Summary Choosing a right career option is the fundamental step of successful professional life. Students and Professionals often face difficulties to choose a best career. In societies like ours, not everyone can afford the personalized career counselling. People mist

Project Title

Artificial Intelligence based Computer Science Career Counsellor

Project Area of Specialization

Artificial Intelligence

Project Summary

Project Summary

Choosing a right career option is the fundamental step of successful professional life. Students and Professionals often face difficulties to choose a best career. In societies like ours, not everyone can afford the personalized career counselling. People mistakenly choose the career option and spend their whole life in it, or shift it lately. This trend is generating the excess amount of average people in our society. For achieving extra ordinary success, matching the right person with right career is important. It’s what AI based Computer Science Career Counsellor will do. AI based Computer Science Career Counsellor will help the people to select the career option in which their chances of success are maximum. AI based Computer Science Career Counsellor will use the techniques of AI to recommend the optimal career to students.

Project Objectives

Project Objectives

Students make wrong decision on selecting their career due to the lack of experience, wrong advice from friends and relatives. University students need career advice at different levels of their career.

AICSCC (AI based Computer Science Career Counsellor) is the recommendation system for the computer science graduates which assist them in selecting suitable field for masters. Our proposed system will also display all the fields in a visual graph with percentage of chances of success.

Project Implementation Method

Project Implementation Method 

We are developing highly sophisticated AI system which will ask some questions to user, and then on the basis of reponses from user our system will mearuse the behaviour, aptitude and interest and recommend  most suitable career to user. 

The main steps in the implementation of this project are as under.

1. First of all we have generated the standard questionnaire which we will use to judge the user.
2. This questionnaire has been verified by authentic research as well as from the field experts.
3. On the basis of these questionnaire, we have developed the custom dataset of 500 entries for the our system. 
4. Then we have cleaned this data from any missing values, outliers and other null values.
5. After that all the data has been visualized to get more meaningful insights of the dataset.
6. On the basis of these insights from dataset, we have selected three machine learning models to train on this dataset.
7. Then, we have finalized the machine learning model which give the maximum accuracy and performance.
8. The most optimal machine learning model is then packed to use in the web app.
9. Then we have developed a web app with user friendly interface.
10. After that, we have embedded the trained machine learning model in the web app.
11. Then we have deployed this web app on the server. So that every on can take benefit form it.

Benefits of the Project

Benefits of the Project

•Our proposed system will enable students to get career path recommendation for free online.

•The life of student will be changed and he will be successful in his career by the right career recommended by our system.

•The confusion of students to choose which field/career for future studies will be solved by our system.

•Students will get the recommendation for future studies according to their interests and aptitude, in which chances of their success are maximum.

•Our proposed system will ensure the privacy of students.

•Our proposed system will match the right person with right career that will create field expert and specialists that will benefit the society, our country and to the world.

Technical Details of Final Deliverable

Technical Details of Final Deliverable

The final deliverable of our AI based Computer Science Career Counsellor will be an Intelligent machine learning model embedded in the Web App. This machine learning model will use the sophisticated machine learning algorithms and techinques of artificial intelligence and deep learning to recommend a most suitable career to students. This recommendation will be based on the behaviour, interest and aptitude of user. 

Final Deliverable of the Project

Software System

Core Industry

Education

Other Industries

IT

Core Technology

Artificial Intelligence(AI)

Other Technologies

Others

Sustainable Development Goals

Quality Education, Partnerships to achieve the Goal

Required Resources

If you need this project, please contact me on contact@adikhanofficial.com