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MERNHealthcare / HealthTech

Opto — Healthcare Management Platform

Built an intelligent healthcare management platform that automates patient triage, streamlines intake, and assigns doctors dynamically across the full care journey.

Product Screenshots

Opto — Healthcare Management Platform screenshot
Opto — Healthcare Management Platform screenshot

Project Description

Healthcare providers often struggle with manual patient intake, inconsistent triage processes, and inefficient doctor assignment — leading to longer wait times, clinician burnout, and a fragmented patient experience. Opto Health needed a platform that could automate these workflows while remaining flexible enough for different clinical environments.

I developed Opto Health as a MERN-stack healthcare management platform centered on three core capabilities: automated patient triage, dynamic intake forms, and a smart doctor assignment engine. Together, these features streamline the entire care journey from registration to consultation.

The automated triage system evaluates patient inputs against configurable clinical rules to prioritize cases and route them appropriately. Dynamic intake forms allow administrators to customize data collection per specialty or clinic without code changes.

The smart doctor assignment engine matches patients to available clinicians based on specialty, workload, and configurable business rules, reducing manual scheduling overhead and improving patient throughput.

My Role

  • Led MERN-stack development of the healthcare management platform
  • Built automated patient triage engine with configurable clinical rules
  • Developed dynamic intake form builder for customizable data collection
  • Implemented smart doctor assignment engine with workload-aware matching
  • Designed end-to-end patient journey from registration to consultation
  • Created admin tools for configuring clinical workflows without code changes

Technologies Used

Frontend

ReactDynamic Form UIAdmin Dashboard

Backend

Node.jsExpress.jsTriage EngineAssignment Logic

Database

MongoDBPatient & Clinical Workflow Data

APIs & Integrations

REST APIsInternal Clinical Services

Cloud & Deployment

Production DeploymentMulti-Clinic Scalable Hosting

Tools

GitPostmanMongoDB Compass

Skills

MERN StackHealthcare SoftwarePatient Management SystemsReact.jsNode.jsMongoDBFull-Stack DevelopmentWorkflow AutomationDynamic FormsTriage SystemsDoctor SchedulingJavaScriptREST APIsAdmin Dashboard DevelopmentHealthTech

Key Features

  • Automated patient triage with configurable rules
  • Dynamic, admin-configurable intake forms
  • Smart doctor assignment engine
  • End-to-end care journey (registration → consultation)
  • Configurable clinical workflows
  • Role-based dashboards for staff and administrators
  • Patient queue and priority management
  • Scalable MERN architecture for multi-clinic deployment

Technical Challenges Solved

  • Built a flexible form engine configurable by non-technical clinical staff without deployments.
  • Designed triage logic handling edge cases safely with priority queuing.
  • Implemented workload-aware doctor assignment to balance clinician capacity.

Results & Impact

✓

Reduced manual triage and intake processing time for clinical staff

✓

Improved patient-to-doctor matching speed via automated assignment

✓

Enabled clinics to adapt intake forms without developer intervention

✓

Streamlined the full registration-to-consultation workflow

Industry

Healthcare / HealthTech

Portfolio Summary

MERN-stack healthcare platform with automated patient triage, dynamic intake forms, and smart doctor assignment — streamlining the full care journey from registration to consultation.

SEO Keywords

healthcare softwarepatient triage systemdoctor scheduling appMERN healthtechclinical workflow automationdynamic intake formshealthcare management platformpatient management systemtelehealth platformfull stack healthcare developerhospital management softwaremedical SaaShealthtech freelancerpatient portal developmentclinical admin dashboardworkflow automation healthcareReact healthcare appNode.js healthcaresmart doctor assignmenthealthcare UX developer

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