Ai bot detection
Budget $30-250 USD
I have a Python Flask web application that allows the user to input a Twitter profile using the profile link or a tweet link. It then uses a trained machine learning model to determine a likelihood of that account being a bot account or not.
I would like someone to use this app and determine its effectiveness in actually identifying bot accounts, test its performance, check for any trends that occur, do some things get flagged more than others, are some checks invalid or inaccurate, how to improve the algorithm and any other things you deem good to note.
Upon receiving the source code, you would do things like:
Thoroughly test the application using a diverse set of Twitter profiles and tweets to evaluate its performance and identify any trends or biases.
Assess the accuracy of the algorithm by comparing its predictions with known bot and genuine accounts, as well as analyzing any false positives or negatives.
Investigate the validity and relevance of the features used in the machine learning model and suggest improvements or additional features that can enhance its accuracy.
Provide recommendations on optimizing the algorithm and overall user experience of the web application.
Deliver a concise and insightful report outlining my findings, including performance metrics, trends, potential issues, and suggested improvements.
If this sounds good, please get in touch. I can provide the entire source code so you can run the web app locally.
7 freelancers are bidding on average $136 for this job
Hello Usman, I hope this message finds you well. I will be able to help you with your project. I read through the description and it sounds like I am just the right person for it. I have the right skil More
Greetings I am experienced MS Machine Learning expert & Data Scientist, Software Engr, MS Excel Expert and Certified Graphics Designer. I have 08 yrs of experience in the field of Machine Learning and Designing. I hav More
I am a flask developer and I have a worked on NLP at almost 1 year. I have done Twitter sentiment analyses and scrapping data from twitter using TWEEPY and SNSCRAPE. I have worked on flask on SQLALCHEMY.I will try my b More