HealthcareA patient-facing assistant connecting conversations to tests, reports, appointments and healthcare information.
Service · Hassan Revel
Generative AI applications.
Hassan Revel builds language-model applications that fit the product around them. The work covers assistants, copilots, SaaS features and internal tools, with the interfaces and backend services needed to make them useful.
Discuss this service
01 · The work
Start with the task
A useful application begins with the job a person needs to complete. Hassan maps the inputs, the decisions the system can support and the result the user expects. That becomes the basis for model selection, prompts, structured outputs and the surrounding product flow.
02 · The work
Connect the model to the product
The implementation includes APIs, data access, tool calling and the interface through which people use the feature. Model responses are checked against the application’s requirements rather than treated as finished work by default.
03 · The work
Make room for iteration
Evaluation examples, failure handling and operational visibility help teams understand where a feature works and where it needs adjustment. Delivery can begin with a focused scope and expand as the product gets feedback.
A practical starting point
Send the current workflow, available data and intended outcome. Hassan can use that context to define the scope, integrations and delivery steps.
Discuss the scopeRelated work
The service, in practice.
Healthcare
HealthcareA clinical assistant for consultation notes, form completion and doctor-led documentation workflows.
Consumer productsA mobile fitness product connecting adaptive plans, progress tracking and conversational coaching.