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Muhammad Raza Ali's Projects

bills-read-save-analysis icon bills-read-save-analysis

It a web site where different bills can be upload, then AI will capture the reading like customer name, address, pay, used ,total amount... etc and save this information in to database like Sql with patterns like how many types of bills already stored. and then all data from database projected on to a histroy page where it will be easy to analysis.

count-words icon count-words

counting words in line without count spaces in python

evaluation-of-subjective-answers-using-semantic-similarity icon evaluation-of-subjective-answers-using-semantic-similarity

Auto-evaluation of subjective answers is one of the most debatable problem in E-learning and many have worked on this problem which has transformed education in a significant way. However most of AESA techniques are based on words based similarity . By introducing bidirectional techniques in these we can solve this problem and compare student and teachers answers on basis of context rather than on basis of words. Our most of the evaluation is done using Bert model technique and Bi-LSTM. Introducing this software in e-learning platforms can bring evolution in education.

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