Text Summary Generation from Insights Data

Project scope
Categories
Data analysis Data modelling Software development Artificial intelligence Data scienceSkills
data processing python (programming language) generative artificial intelligence artificial intelligence dashboard microsoft powerpointUse AI techniques to develop a Proof of Concept (for the Emozo platform) that generates concise and meaningful text summaries from different types of insights data, including numbers, charts, and text inputs.
This will help Emozo enhance its dashboards and in turn, improve the productivity of its users.
Data Processing and Insights Extraction
- Develop method(s) for processing various data types (numerical, graphical, textual) to extract key insights. This will most likely be achieved by building on existing models in the public domain.
- Deliverable: Method(s) coded in Python (Emozo will be open to other viable technologies too)
Text Summary Generation
- Build on top of existing GenAI and/or NLP models (LLMs not required, in our current assessment) that will summarize insights obtained from the first task (above).
- Deliverable: The final Proof of Concept (module that generates accurate text summaries).
Testing and Refinement
- Test the PoC on sample datasets to evaluate the quality of the summaries.
- Deliverable: Test report with summary quality evaluation and improvement recommendations.
Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.
Sharing knowledge in specific technical skills, techniques, methodologies required for the project.
Direct involvement in project tasks, offering guidance, and demonstrating techniques.
Providing access to necessary tools, software, and resources required for project completion.
Scheduled check-ins to discuss progress, address challenges, and provide feedback.
About the company
Emozo AI is a technology company specializing in emotional intelligence solutions through advanced AI-driven tools. Their focus is on analyzing human emotions, behavior, and engagement across various digital platforms. Emozo AI offers innovative products and services that help businesses gain deeper insights into customer experiences, enabling them to optimize interactions, drive engagement, and improve decision-making through data-driven emotional analysis. The company is committed to leveraging cutting-edge AI technologies to create impactful and personalized customer experiences.