AI/ML for signature/handwriting

NOTE:- ** ONLY AI/Machine Learning Experts must apply. ** Demo of related word done before will be provided, and we test that system first. ** Good communication skills ** Think out of the box, and smart way of thinking/developing required. ** Full documentation, flowchart, code remarks,..... ** Full source code on github private account, and that will be pushed to the server. Multiple layers of checking the signature/hand writing: 1-By collecting live signature/hand writing data (Speed (Max,min and Avg.), directions,acceleration, pause points, stop points,stop time,set points,pen pressure, ...(we have example will show you, done in React.js and Node.js) 2-Verify the authenticity of handwritten signatures through digital image processing and neural networks First Layer is from the database and results of the signature/hand writing system need to do the analysis of that user input results, Second layer is the image processing, each layer has its own threshold setting and pass %. Only when both pass, then user signature/hand writing integrity and authentication will be marked as PASSED. How its working? Web page with canvas (React.js and Node.js), canvas need to accept drawing pen (signature pad) we can show you example of what we are using. 1-User register with first name, last name and ,email 2-System will ask user to write few letters or small sentence (repeat 3 times) 3-System will ask user to sign (repeat 3 times) 4-system will display all the results for that user/try 5-Each time user login, and start the test, his data will be added to the old data, and system will learn more about this user 6-System will show how is the learning process and its data, and what is the % that its confident about the results for that user more user try and save his data, more system will know and can give better accuracy 7-System has test page, where user will be asked to write a letter or a sentence or sign, then system do the analysis and must figure out who is that user (if the user is registered before and has already some data), if user is not registered before, then system will show "User is unknown" . if system was not 100% sure, he can ask the user to do another test and check again. Its learning system, artificial intelligence and machine learning Any language/coding can be used, API will be required for later integration We are open for discussions and suggestions.