From Model to Outcome: Closing the Accountability Gap in AI

Join us for PyData Hull’s October meetup! PyData Hull is part of the global PyData network (backed by NumFOCUS), bringing together Yorkshire’s data science community for knowledge sharing, networking, and collaboration.
AGENDA

• 4:30 PM: Doors open, refreshments & networking
• 5:00 PM: Welcome & announcements
• 5:10 PM: Featured talk (40 mins + 10 mins Q&A)
• 6:00 PM: Networking & close

Keynote Speaker: Itohowo Charles
Talk: From Model to Outcome: Closing the Accountability Gap in AI
This talk looks at how AI moves from models and recommendations into real-world decisions, where accountability can become unclear. Attendees will leave with practical controls teams can use around ownership, monitoring, human oversight and escalation.

CODE OF CONDUCT
PyData Hull follows the NumFOCUS Code of Conduct. We are committed to providing a welcoming and harassment-free experience for everyone.
Full Code of Conduct: http://pydata.org/code-of-conduct.html
To report any concerns:
- Contact event organizers directly
- Email: pydatahull@outlook.com
- NumFOCUS Form: https://numfocus.typeform.com/to/ynjGdT

WHO SHOULD ATTEND?
- Data scientists and ML engineers
- Python developers
- Students and researchers in AI/Data Science
- Anyone interested in data science and AI
- All skill levels welcome!

ABOUT PYDATA HULL
PyData Hull is an official chapter of the global PyData network, backed by NumFOCUS. We're building Yorkshire's strongest and fastest DATA+AI community through:
- Monthly technical meetups
- Workshops and hands-on sessions
- Industry-academia collaboration
- Networking opportunities
- Connection to 50+ PyData chapters worldwide
Follow us:
LinkedIn: @PyData Hull
Please unRSVP in good time if you realise you can't make it.
See you on October 30th 🎉
Organized by: Samuel Jaja, Mohadeseh Mollapour, Winifred Njoaguani
Sponsored by: NumFOCUS