topic Re: GEN AI IN HEALTHCARE in Generative AI

GEN AI IN HEALTHCARE

Khaja_Zaffer — Fri, 31 Oct 2025 12:30:22 GMT

Hello everyone !!
Good day!
Happy halloween

I am just curious to know those who are working with GEN AI or related projects in healthcare.

Is GEN AI buzz word finally became a common word or still there is scope in real world projects. How do you this in near future. Would there be any jobs around this?

In Healthcare, do you have any research projects for gen AI?

like Ambient Clini cl Documentation etc., do you have such project which are really doing well in current trends.

Thank you in advance.

Re: GEN AI IN HEALTHCARE

Khaja_Zaffer — Sun, 02 Nov 2025 08:04:48 GMT

Re: GEN AI IN HEALTHCARE

bianca_unifeye — Wed, 05 Nov 2025 09:01:43 GMT

Hi @Khaja_Zaffer ,

Great question and happy belated Halloween 🎃

From what we’re seeing across clients in healthcare and life sciences, Generative AI has absolutely moved beyond the buzzword stage. It’s now being operationalised, but selectively, in areas where governance, accuracy, and patient privacy can be controlled.

Some examples we’re actively working on at Unifeye include:

Ambient CIinicaI Documentation, exactly as you mentioned where large language models summarise consultations into structured EHR entries.
GenAI for biomedical literature review and pharmacovigilance, to accelerate dr-ug discovery and evidence synthesis.
Patient engagement and triage assistants, securely connected to de-identified data via Unity Catalog and Mosaic AI.

The real shift is that healthcare organisations now combine trusted data foundations (like Delta + Unity Catalog) with domain-specific fine-tuning, ensuring explainability, compliance, and auditability. That’s where the jobs are growing: not just “prompt engineers”, but data engineers, ML engineers, and AI architects who can productionise GenAI responsibly.

So yes, the momentum is real, and it’s only accelerating.

Re: GEN AI IN HEALTHCARE

Khaja_Zaffer — Wed, 05 Nov 2025 14:24:56 GMT

Hello @bianca_unifeye

Thank you so much. thats what I was looking for.

Do you have any idea what tech stack if you hiring in gen ai related roles?

How much python do you expect, what in Python do you expect.