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Ai bot analysis

$2-8 USD / hour

Cancelled
Posted about 1 year ago

$2-8 USD / hour

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.
Project ID: 36264272

About the project

3 proposals
Remote project
Active 1 yr ago

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3 freelancers are bidding on average $6 USD/hour for this job
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Hello I am a professional python developer. My main specializations are automation, web scrapers and bots development. I have already developed over 200 scrapers. From the simplest (for example, a competitor's price collector) to complex parsers (with authorization, bypassing captcha, rotating ips and others) which can collect millions of products from amazon. I have done web scrapers for: - Amazon - Instagram - Facebook - Google - Twitter - LinkedIn - Pinterest - Walmart - And many others For scraping I use: - Python - Requests - BeautifulSoup - Selenium - Scrapy - Pyautogui - Undetected Chromedriver - Rotating ips I can bypass: - CloudFlare - IP blocking - Captcha - Authorization required - Other limitations Django / PostgreSQL For big scraping projects I usually use Django with PostgreSQL. This allows us to store information in a database for further processing and use. I also set up an administration area which allows us to check the data and set up scraper configs. If you need a professional solution in this area - I am ready to cooperate. I am ready to make a sample script before we start Regards, Oleg
$2 USD in 40 days
4.9 (10 reviews)
4.1
4.1
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Dear sir, I can thoroughly test and evaluate your Python Flask web app that uses a trained machine learning model to identify bot accounts on Twitter. I'll assess its accuracy and suggest improvements to enhance its performance and user experience. I'll provide a detailed report with my findings and recommendations. Let's discuss further and get started! My rate is $10 per hour. My plan for your project is to thoroughly test the application, assess the accuracy of the algorithm, and investigate the validity and relevance of the features used in the machine learning model to provide you with an insightful report outlining my findings, including performance metrics, trends, potential issues, and suggested improvements.
$8 USD in 30 days
5.0 (1 review)
2.6
2.6
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I expertise in machine learning operations and testing is one part of it. I would like to test your application not only for its performance but also for vulnerabilities and scalability.
$7.50 USD in 40 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of PAKISTAN
LAHORE, Pakistan
3.8
7
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Member since Apr 12, 2022

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