Product manager, product coach, self taught programmer and start up founder over 7 years.
Hi, I'm Jack
An experienced product manager, self-taught programmer and startup founder with over 7 years' experience building products people love.
Here's what I can bring to your team
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AI and ML Experience
I have both led strategy for, and built initial concepts of AI and ML products. During my time at Tesco, I wrote a white paper on the applications for multi-arm-bandit models in solving for infinite choice. This paper became the backlog of Tesco's Orchestration Strategy, which deployed machine learning models optimising product recommendations and user interfaces in real time. During my time at Fundeey, I built a number of automated AI pipelines that could generate charity biographies, craft personalised marketing messages and enable quick generation of new events. I have also worked with audio libraries such as Whisper to build automated transcription services for my own workflow automation and ChatGPT (3, 4 and 4o) for summarisation.
Some of the things I have accomplished:
Authored a first of its kind white paper on the necessities of a machine learning approach to solving the Infinite Choice Problem. This became the foundation by which the Shopping Product Team was setup, working across a new theoretical framework called Planned Choice. This theorised that every purchase decision could be seen on a spectrum from entirely planned to entirely unplanned
Using ChatGPT, I built a series of automated AI pipelines that helped power Fundeey. This included Fundeey AI, which enable creators to quickly create events, and Fundeey Automation, which could produce personalised marketing messages based on event information
Built my own automated note taking workflow using ChatGPT, Otter.ai, Google Docs and Notion. This allowed me to quickly summmarise meetings and actions without the need for a note taker
Where you'll see me adding value:
Identifying application of AI and ML in products
Technical understanding of intergration, pros and costs of ML models
By bringing my experience in:
Intergrating AI into products
Setting strategy for the application of ML at scale
Through a value led approach to product management
Learn what drives and inspires me
