Social Media Topic Extraction Tool

I'm looking to develop a tool that can automatically extract topics from text found on various social media platforms. While I haven't yet specified which platforms I want the tool to work for, I'm open to suggestions based on what would be possible and beneficial for the tool. Key aspects of the tool include: - Topic Extraction: The tool should be able to effectively extract main ideas and themes from social media text, making it easier to understand and interpret the central theme of a discussion or thread. - Social Media Compatibility: While not specified, I am interested in capabilities across various social media platforms, so experience in text extraction from such platforms is highly valued. Ideal candidates for this project would be those with experience in natural language processing, machine learning, and familiarity with social media APIs. Knowledge in implementing topic modeling techniques such as Latent Dirichlet Allocation (LDA) and neural network algorithms would also be highly beneficial. Additionally, candidates who can recommend the most suitable social media platforms for topic extraction will be even more valued for their industry insight.