This page is a list of ways I find interesting to use AI / ML to enhance my own productivity and as tools my team and I find useful.
- Product Manager Story Creation Tool
- Given a detailed description of what you want your team to build the tool will output a general description, detailed requirements and use cases that can be used as a starting point for ticket creation.
- Article I wrote on accomplishing this and integrating with JIRA – https://medium.com/@dyerelian/product-management-meets-ai-a-guide-to-automating-jira-with-custom-gpts-31494e02987e
- GEMBA translation measurement
- Project from Microsoft Translator useful for evaluating the quality of machine translations, specifically using a method that relies on large language models
- Note summarize
- Takes raw meeting transcripts from tools like Google meeting notes and generates an output including Attendee List, Action Items, Key Outcomes, and Strategic Decisions.
- Creates the inputs for a short 60 second video on any topic
- Research a topic and provide 5 facts, generate a script, generate funny headlines for each section of the script, and generate images that will go along with the script
- Led product initiative predicting lead quality and conversion probability using only limited self-reported user data from form submissions – https://arxiv.org/pdf/1901.05115v1