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Action Required: Confirm Your Active Role in OnDeviceMedNotes
To keep our collaboration lean, secure, and focused, we need to confirm who is actively involved in the project. If you haven’t been joining the video calls / not a core member or contributing to recent discussions, please take a moment to:
Introduce yourself (name, role, expertise).
Briefly outline how you plan to contribute over the coming months.
Kindly post this information or reply to this thread by Saturday, May 10, 2025.
Maintaining an updated member list helps us:
allocate tasks and compute resources efficiently,
protect private datasets and credentials, and
ensure everyone’s voice is heard in critical decisions.
If we don’t receive a response by the deadline, we’ll assume you’re no longer interested and will remove your access. Of course, you’re welcome to re‑apply later should your availability change.
Thanks for helping us keep the team streamlined and productive!
Hi everyone!
My name is Donnie Winkelman and I am a CS grad specializing in ML. I've been working on AI scribing with a couple of teams since February and have focused primarily on model fine tuning to increase accuracy, fidelity, and comprehensiveness of notes.
I've recently settled on a AI scribe fine tuning pipeline that I plan to focus my research around and have released an early alpha version under the AGPL 3+ License which I've linked below:
Model: https://huggingface.co/ClinicianFOCUS/Clinician-Note-2.0a
Side-by-Side comparison notebook: https://colab.research.google.com/drive/1GXawKUkV8UiMHDKItZMjzyDzv_awnU0n?usp=sharing
I'm involved with a couple other teams including the ClinicianFOCUS initiative which has made major progress on AI scribing software applications and a class project team. I'm also in touch with a team at Baylor University studying the use of AI scribing in clinical settings.
My primary aspiration is to foster close collaboration between my teams as this will lead to the best open source software.
I would love to join in on video calls and discussions about the project and help your team out! If you could give me details for getting in touch, that would be greatly appreciated.
Look forward to meeting everyone!
Welcome @The-Welcomer . Thank you for sharing your info. I have sent you a DM on LinkedIN to get your contact info.