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1. System overview Main components: Patient side Handheld devices: Blood pressure monitor (BLE) Blood glucose meter (BLE) Thermometer (contact + contactless, BLE) Weight scale (BLE) Android app: - already developped Cloud backend Core APIs & database (patients, doctors, readings, prescriptions, appointments, alerts) AI services (decision support, risk scoring, nutrition & exercise suggestions) Integration services (ambulances, hospitals, pharmacies, SMS/email/push) Web portals Doctor portal Patient web portal (optional, in addition to app) Admin portal 2. Data flow (end‑to‑end) Measurement Patient uses BP / glucose / thermometer / scale. Device sends data via BLE → Android app. On the Android app App parses each reading (BP, glucose, temp, weight). Stores in local database (Room). Updates graphs & statistics: Per day, per week, per month Averages, min/max, trends Marks readings as “unsynced”. Sync to server When online + logged in: App sends batched readings to backend via HTTPS. Backend stores them and returns success. App marks readings as “synced”. On the server New readings trigger: AI analysis (risk level, anomalies, trends). Doctor notifications (if thresholds exceeded). Data becomes visible in: Doctor portal (per patient timeline, charts). Patient portal/app (history, advice, prescriptions). Doctor actions Doctor reviews readings + AI suggestions. Doctor: Confirms or changes treatment plan. Writes or updates prescription. Sends instructions or messages to patient. System generates digital script and sends to: Patient app Pharmacy module (if integrated) Patient side again Patient receives: Updated medication plan Nutrition and exercise guidance Appointment confirmations Can: Book appointments Ask questions Request ambulance Emergency / ambulance Patient taps “Emergency / Call ambulance” in app. App sends: Patient ID, GPS location, current readings, risk level Backend: Contacts ambulance service API or dispatch center Notifies hospital with patient details Ambulance picks up patient at location. 4. Backend architecture 4.1 Core services API gateway Authenticates Android app, web portals, integrations. Patient service Patients, profiles, consents. Doctor service Doctors, specialties, schedules. Measurement service Stores BP, glucose, temp, weight. Provides history, stats, trends. Prescription service Manages scripts, renewals, pharmacy integration. Appointment service Booking, rescheduling, reminders. Notification service Push, SMS, email. 4.2 AI / decision support Risk engine Inputs: BP trends, glucose trends, temp, weight/BMI Medication history Symptoms reported by patient Outputs: Risk level (low/medium/high) Alerts (e.g., “possible hypertensive crisis”, “possible infection/fever”) Suggestions for doctor (not final decisions) Patient‑facing AI Only gives: Lifestyle advice (nutrition, exercise, sleep) Education (what readings mean, when to seek help) Never changes medication directly—only doctor does. Doctor‑facing AI Summarizes: Last X days of readings Response to medication changes Possible diagnoses to consider Questions to ask the patient Doctor always has final say. 5. Portals 5.1 Doctor portal Features: Patient list + search Per‑patient dashboard: Graphs for BP, glucose, temp, weight AI summary and risk flags Medication history Notes Prescriptions: Create, renew, stop Send to patient + pharmacy Appointments: View schedule Teleconsultation links (video/voice) Emergency view: Patients with high‑risk alerts 5.2 Patient portal (web, optional) Same as app but in browser: Readings history Prescriptions Messages Appointments 5.3 Admin portal Manage: Doctors, patients, roles Ambulance services, hospitals, pharmacies System configuration Audit logs 6. External integrations Ambulance services API or dispatch integration: POST /ambulance/request with patient + location + risk Hospitals Admission pre‑notification: POST /hospital/admission with patient details Pharmacies e‑Prescription: POST /pharmacy/prescription with script details Availability check: GET /pharmacy/stock?drug=...
Project ID: 40465888
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47 freelancers are bidding on average $161 USD for this job

As an experienced developer with a strong background in ASP.NET, my expertise would be a valuable asset for creating a comprehensive healthcare management system that aligns with your project requirements. Having spent over 15 years honing my skills in the technical world, I bring not only proficiency but also a commitment to delivering top-tier products on time. My familiarity with backend architecture and the core services your project entails makes me an ideal candidate for this job. I understand the importance of seamless data flow and reliable APIs, ensuring that every piece of information is accurately collected, analyzed, and presented on the doctor and patient portals. Moreover, integrating vital external services such as ambulances, hospitals, and pharmacies is a task I'm well prepared for. In addition to my technical capabilities, I value transparency and clear communication throughout the project lifecycle. I guarantee my continued support even after the delivery of the final product. My ultimate goal is to ensure your utmost satisfaction, providing you with nothing short of exceptional quality that meets your specific needs. Let's collaborate to transform your healthcare management system vision into reality!
$100 USD in 7 days
5.6
5.6

Hello there, I hope you are doing well. I’m an independent developer with a strong background in building scalable backends and patient-facing apps. My focus is ASP.NET and ASP.NET MVC, API design, data modeling, and secure integrations with medical devices. I’ll tailor a comprehensive Healthcare Management System that covers patients, doctors, readings, prescriptions, appointments and AI-enabled insights, with a robust Android app and cloud backend. In past work I’ve designed modular API gateways and services for patient records, measurements, and prescriptions, plus risk-scoring AI components and hospital/ambulance integrations. I ensure reliable offline storage, batched syncing, and secure data handling, with role-based access and audit trails. I translate complex clinical workflows into a resilient, scalable solution while keeping user experience clean for both doctors and patients. I can handle this end-to-end based on my ASP.NET expertise, delivering a solid MVP quickly and iterating on feedback. Best regards, Billy Bryan
$250 USD in 2 days
4.4
4.4

Hi, please check my profile. I have done many ASP.NET projects most recently. With over a decade of experience as a web developer, I have a deep understanding of software architecture, which is crucial for a complex system like the Comprehensive Healthcare Management System you require. From your project details, I can see that this will encompass a wide range of interconnected components- both front-end and back-end functionality. Additionally, I have strong automation skills which can be essential in ensuring the smooth operation of an extensive and intricate system like yours. Best Regards
$140 USD in 7 days
4.3
4.3

Building a full-stack healthcare management system with BLE device integration, real-time AI-driven clinical decision support, and multi-portal architecture is exactly the kind of complex, high-stakes project I specialize in. I've built similar health-tech platforms involving BLE data pipelines from medical peripherals, cloud backends with threshold-based alerting, and role-specific dashboards for doctors and admins. My approach: I'll design a scalable backend (Node.js/Python + PostgreSQL) with dedicated microservices for ingestion, AI risk scoring, and third-party integrations (ambulance dispatch, pharmacy, notifications), then build responsive doctor/admin portals in React while ensuring your existing Android app syncs seamlessly via batched HTTPS APIs. I can start immediately and would love to discuss your AI model requirements and compliance needs in detail.
$30 USD in 1 day
4.1
4.1

Hello, This is a strong match for my experience. I have 21+ years in software engineering and currently work as a Principal Engineer at a large tech company, with deep expertise in ASP.NET, healthcare systems, BLE integrations, scalable backend architecture, and real-time data platforms. I can help build and scale: • ASP.NET Core backend services and APIs • Measurement ingestion/sync workflows from Android BLE devices • Doctor, patient, and admin portals • AI/risk-engine integration pipelines • Prescription, appointment, notification, and emergency workflows • Secure, scalable architecture with clean domain separation I also have experience designing systems involving healthcare telemetry, async processing, notifications, and third-party integrations (ambulance/pharmacy/hospital APIs). Can discuss architecture, timelines, and deployment strategy in detail.
$140 USD in 7 days
1.6
1.6

Hello It sounds like you need a reliable architecture for your patient-facing portal that prioritizes security and seamless user interaction. I have built several patient-centric healthcare systems over the last five years, focusing on HIPAA-compliant data handling and intuitive UI/UX. I understand the importance of building a robust core that scales without compromising performance. Are you available for a brief call tomorrow to discuss your specific requirements and integration needs? Giáp Văn Hưng
$250 USD in 7 days
0.0
0.0

Hello, I see that you are looking to develop a Comprehensive Healthcare Management System that includes various components such as patient-side handheld devices, cloud backend with core APIs & database, AI services, web portals, and external integrations. Have you considered the scalability and flexibility of the system architecture to accommodate future expansions and updates? I propose to efficiently handle the development of your Healthcare Management System by focusing on a modular and scalable approach. By breaking down the system into manageable components and ensuring seamless integration between them, we can guarantee a user-friendly experience for both patients and healthcare providers. Core Deliverables: - Development of patient-side Android app for monitoring health readings - Implementation of cloud backend with core APIs and database - Integration of AI services for decision support and risk scoring - Creation of web portals for doctors, patients, and administrators Expertise & Portfolio: I'll share the portfolio with you in the DM. Kindly ping me there. My experience with healthcare system development ensures quality, consistency, and smooth delivery. I'd be happy to discuss your project further and answer any questions. Best regards, Malaika
$140 USD in 3 days
0.0
0.0

Hi there, Thank you for sharing such a comprehensive and well-structured project brief. At DemiVision LLC, we specialize in designing and implementing robust healthcare management systems, and we’re excited about the opportunity to collaborate on your end-to-end solution. Your requirements, from BLE device integration on handhelds and secure data sync via the Android app, to the layered cloud backend with AI-driven decision support and multi-role web portals, align perfectly with our core expertise. Our team has extensive experience with ASP.NET and ASP.NET MVC, having developed scalable, HIPAA-compliant systems for remote patient monitoring, telemedicine, and medical data analytics. We’ve worked with BLE device data ingestion, analytics pipelines, and built doctor/patient/admin portals with real-time alerts and secure messaging. For your project, we propose an architecture that ensures seamless data flow from patient devices to the backend, with reliable APIs for each core service—patient management, measurements, prescriptions, appointments, and notifications. Our modular approach allows easy integration with external partners, such as ambulance services, hospitals, and pharmacies. The AI components will be designed to support clinicians with actionable insights while empowering patients with education and lifestyle guidance, always maintaining the doctor’s authority over medical decisions. We will deliver intuitive and responsive portals for doctors, patients, and administrators—each tailored to their workflows, with clear visualizations, communication tools, and strong role-based security. We’re confident that our technical expertise, healthcare domain knowledge, and commitment to best practices will help you achieve a secure, scalable, and user-centered healthcare management platform. We look forward to discussing your vision in more detail and demonstrating how DemiVision LLC can add value to your project.
$140 USD in 5 days
0.0
0.0

Howdy! Thanks for sharing this project — I read the post and the scope is clear to me. I am a hands-on engineer who has shipped similar work end to end, with a focus on stability, clean structure, and clear communication. I can start quickly, share progress as we go, and confirm the small details (stack, timelines, must-have features) before writing any code so we agree on the path forward. If you can share a bit more about the current setup or the most important outcome, I can map a concrete first step and a realistic delivery window. Thank you, Marcos.
$156 USD in 7 days
0.0
0.0

Hello, there! I am a Full Stack & AI engineer experienced in building secure, HIPAA-aware mobile and web platforms. I can develop a functional demo for FamilyBridge with a caregiver-submitted wellness log, live camera access (simulated or real), AI-driven alerts, and dual dashboards for families and facilities. The demo will feature a clean, professional UI suitable for investors, fully interactive functionality, and well-documented code for seamless handoff. I focus on building scalable, reliable solutions that showcase core platform capabilities while maintaining compliance and user privacy. Best regards, Aly Nurdin.
$30 USD in 5 days
0.0
0.0

Hi, The biggest risk here isn’t building the screens or APIs — it’s letting medical readings, AI advice, doctor actions, and emergency workflows become tightly mixed. That can make the system hard to audit, unsafe to scale, and difficult to integrate with hospitals/pharmacies later. Your real goal is a reliable remote-patient monitoring backend around the existing Android app: clean sync, risk detection, doctor review, prescriptions, alerts, and external integrations. I’d approach it this way: - Build the ASP.NET backend around separate patient, measurement, prescription, appointment, notification, and integration modules - Design clear API/webhook flows for app sync, doctor portal data, pharmacy scripts, ambulance requests, and hospital notifications - Keep AI decision support advisory only, with doctor approval always required - Add audit logs, role-based access, and clean documentation so the system isn’t locked into one vendor or one integration method Example: for high BP/glucose readings, the backend should not simply “send an AI result.” It should store the reading, calculate risk, create an alert, notify the doctor, and keep the full event history for review. I can help define the backend architecture, database/API structure, and implementation plan, then build the core services in a clean way. Best regards, Goran
$200 USD in 7 days
0.0
0.0

Hi, I am excited about the opportunity to work on your Comprehensive Healthcare Management System. With extensive experience in ASP.NET MVC and backend architecture, I am fully equipped to enhance and integrate your existing platform encompassing BLE device data capture, AI-driven decision support, and multi-portal management. I understand the critical data flow from patient handheld devices through the Android app to your Cloud backend, including secure syncing, AI risk scoring, and doctor/patient portal functionalities. My approach will focus on ensuring seamless API gateway authentication, robust data storage, and high availability services for appointments, prescriptions, and notifications. I will also prioritize the smooth integration of ambulance, hospital, and pharmacy services to guarantee real-time responsiveness and compliance with medical standards. Let's set a timeline to discuss detailed features and integration points to move efficiently towards implementation. I am ready to start within a few days. Could you please specify if the existing Android app requires any updates to accommodate new data syncing or AI feedback features? Best regards,
$155 USD in 28 days
0.0
0.0

Hi, I will deliver a robust back-end architecture for your health monitoring system, ensuring seamless data flow from patient devices to the cloud, integrating with AI services for real-time analysis and actionable insights. My extensive experience in developing scalable APIs and handling complex integrations will ensure that data from the blood pressure monitor, glucose meter, and other devices is efficiently processed and securely stored. I’ve successfully implemented similar systems that involve BLE devices, data synchronization, and AI-driven decision support. My approach will focus on building a resilient API gateway and core services that effectively manage patient and doctor interactions, while ensuring compliance with regulatory standards. To optimize the system, I’ll prioritize performance and data security, enabling smooth communication between the Android app and the backend services. Could you clarify the expected user volume and any specific compliance requirements? Let’s connect to ensure this project meets your vision and timeline. Thank you.
$30 USD in 7 days
0.0
0.0

As a seasoned full-stack developer with over 12 years of experience, I understand that your primary challenge is integrating various healthcare devices and ensuring seamless data flow within your Comprehensive Healthcare Management System. The complexity of syncing real-time health readings from BLE devices to a robust backend requires meticulous attention to detail. Utilizing technologies like Node.js for your cloud backend, React Native for cross-platform mobile app development, and AI-driven decision support systems can significantly enhance user experience and operational efficiency. For automated testing of the mobile app, I recommend using Appium or Playwright to ensure consistent performance across different devices. Additionally, integrating Firebase or AWS will provide scalable solutions for data storage and management. Could you clarify how you envision the role of AI in patient engagement? This insight will help tailor the system’s features more effectively.
$250 USD in 7 days
0.0
0.0

Hello, a comprehensive healthcare management system can mean anything from a focused operations tool to a full system of record, and I’ve built production platforms where the hard part is getting the domain boundaries right before implementation. The real engineering risk here is not the UI or CRUD surface area; it’s defining clean separation between patient data, operational workflows, permissions, and external integrations so the system stays maintainable as scope expands. The closest work I’ve done is Dent-Cloud for multi-tenant analytics and operational architecture, and DocIntel AI for structured data pipelines, admin workflows, and PostgreSQL-backed application design. I usually structure systems like this around separate domains for core records, workflow actions, reporting, and integration services, with auditability designed in early rather than added later. That avoids the common failure mode where scheduling, billing, and clinical data become tightly coupled. For healthcare-adjacent systems, I recommend being explicit about access boundaries, event logging, and data lifecycle rules before schema lock-in. If useful, I can sketch the initial service boundaries and data model for the first in-scope modules so you can validate architecture before building. Clifton
$140 USD in 7 days
0.0
0.0

༺❖༻ Dear Client ༺❖༻ Thanks for posting about my specialist job area. Your required skills perfectly match my experience and work style. I’ve worked on several healthcare and real time monitoring platforms involving mobile applications, API integrations, cloud backend systems, AI assisted workflows, and secure patient data management. For example, I recently handled frontend/backend integration and healthcare related automation workflows for a client project with strong focus on real time data synchronization, scalable architecture, and production ready deployment. For your project, I can develop the ASP.NET backend architecture, API services, doctor/admin portals, AI workflow integrations, and real time synchronization logic for your healthcare monitoring ecosystem. I can integrate BLE device data workflows from the Android application, implement patient and doctor management systems, appointment and prescription modules, emergency and ambulance integrations, AI driven risk analysis, notification services, and secure role based access while ensuring scalability, performance, and clean medical data handling. Given the opportunities to apply my passion and expertise to your project, I am sure I will complete it perfectly on time and on budget. Let’s have a chat to go over the backend architecture, API specifications, AI workflow expectations, deployment strategy, timeline, and project scope so we’re both on the same page. Best regards.
$100 USD in 7 days
0.0
0.0

Hello, To answer your question regarding GET /pharmacy/stock, this API will return the current stock levels of medications for each pharmacy, allowing real-time updates for prescriptions. I implemented similar APIs using Flask with SQLAlchemy for efficient data handling and established optimized queries that reduced response times under 100ms. In a previous health monitoring project, I developed a BLE-enabled Android app that captured readings from a glucose meter and integrated with a cloud backend using Retrofit for seamless data synchronization. I ensured robust data handling by implementing local caching with Room and used Firebase for real-time notifications to doctors. For your project, I recommend using RESTful APIs for the core services to ensure scalability and maintainability. Would you prefer implementing the emergency contact feature via a dedicated microservice or as part of the existing patient service to streamline API calls?
$200 USD in 3 days
0.0
0.0

Hi, I AM READY TO START RIGHT NOW! I have similar experience building healthcare and data-driven systems with structured backend architecture, so I understand how to connect devices, apps, APIs and portals into one reliable flow. My strength is designing clean, scalable backend systems with clear data flow, secure APIs and well-structured services—especially for real-time data and alert-based systems. My approach is to organise your system into clear modules (patients, readings, doctors, alerts, etc.), ensure smooth sync from the Android app to backend and build stable APIs and portals that handle real-time updates and integrations. I can: – Build structured ASP.NET / ASP.NET MVC backend services – Design and implement core APIs (patients, readings, prescriptions, appointments) – Handle BLE data flow sync logic from app → server – Implement risk/alert logic and notification system (SMS/email/push) – Build doctor, patient and admin portals – Integrate external services (ambulance, hospital, pharmacy APIs) – Ensure secure authentication and clean database design – Optimise for performance and scalability I’ll make sure the system is reliable, well-structured and easy to expand as you add more features. Looking forward to working with you. Warm regards, Emma
$80 USD in 7 days
0.0
0.0

I read through your comprehensive requirements for the Healthcare Management System, and it is clear that you are looking to build a highly reliable, scalable, and modular ecosystem. Combining offline Android capabilities with an intelligent, service-driven backend is the right approach for modern digital healthcare. As a senior full-stack developer specializing in ASP.NET Core / MVC, Secure API Gateways, and External API Integrations, I am well-equipped to design and build the robust backend architecture your project demands.
$1,200 USD in 30 days
0.0
0.0

Hello, I have experience building healthcare and remote monitoring platforms with BLE medical device integrations, Android applications, cloud backends, AI assisted analytics, and multi role web portals. Your architecture and workflow are well structured, and I can help develop the backend services, doctor and admin portals, API integrations, synchronization flow, AI risk engine, and secure communication between devices, app, and cloud infrastructure. I am experienced with healthcare focused systems involving real time patient monitoring, appointment management, prescriptions, notifications, emergency workflows, and third party integrations such as pharmacies and ambulance dispatch services. I can work with your existing Android app, build scalable APIs and dashboards, implement secure role based access, and ensure the system is production ready with clean documentation and maintainable architecture.
$180 USD in 7 days
0.0
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