Budget: 1000 USD Deadline: 5 days
Good day, ready to approach this task quickly and professionally. There are reviews on another platform, and more than 17 completed works, write to discuss everything in more detail)
Project: Implementation of an AI-based system for automating requests, logistics, and analytics in a pharmacy system of a medical center
Goal: Creating an intelligent system for forecasting needs, inventory management, logistics, monitoring, and integration with Medical Information Systems (MIS)
Goal: Assessing needs for each department based on historical and current data.
Functions:
Collecting data on departments: surgery, cardiology, etc.
Analyzing diagnoses, treatment pathways, average hospitalization duration.
Classifying consumption types by profiles.
Forming recommendations for necessary medications.
AI Module:
Clustering departments based on consumption structure (ML).
Using NLP to extract data from discharge summaries and treatment protocols.
Technical Implementation:
Connecting to the MIS database.
Building an ETL process (Extract → Transform → Load) with regular updates.
Goal: Reducing shortages and surpluses of medicines and medical supplies.
Functions:
Forecasting based on:
Historical data (last 3–5 years).
Epidemiological trends.
Seasonality and receipt statistics.
AI Module:
Time series model (Prophet / ARIMA).
Adjustable accuracy (MAE ≤ 10%).
Output Data:
Monthly needs table.
Signals for forming requests.
Goal: Accounting for standard and individual material sets.
Functions:
Creating templates for sets based on operation types.
Integration with operational plans.
Ability to adapt to individual patient features.
Integration:
API from MIS/operational subsystem.
Auto-request to warehouse.
Goal: Prevent shortages of key medications.
Functions:
Setting minimum stock levels.
Automatic notifications when threshold is reached.
Manual adjustment options.
Technical Implementation:
REST API for synchronization with internal database.
Ability to connect mobile notifications.
Goal: Improve placement and utilization efficiency.
Functions:
Automatic distribution of medicines and supplies within the warehouse.
Considering dimensions, expiration dates, and usage frequency.
AI Module:
Combination of greedy algorithms + linear programming.
Goal: Minimize losses from expiration.
Functions:
Considering expiration dates.
Automatic recommendations for relocating drugs between departments.
"Critical stock" flag.
Goal: Ensure timely delivery of medicines and supplies.
Functions:
Creating delivery schedules.
Calculating delivery cost and time.
Prioritizing requests (urgent/planned).
Integration:
External logistics APIs (if available).
Internal clinic logistics.
Goal: Transparent control over the movement of medicines and supplies.
Functions:
Accounting for movement between warehouses/departments.
Movement log with timestamps.
QR/RFID scanning during movement (optional).
Goal: Prompt informing of responsible persons.
Functions:
Notifications for delivery delays.
Signals about shortages of specific medicines.
Channels: Telegram bot, email, SMS.
Goal: Creating a database for decision-making.
Functions:
Collecting data on:
Remaining stock.
Expiration dates.
Number of operations.
Discharges.
Goal: Supporting management decisions.
Functions:
Dashboards (stock, consumption, anomalies).
Forecast for 1–3 months.
Export to Excel, CSV, PDF.
Goal: Increase expense control.
Functions:
Detecting abnormal consumption.
Algorithms for over-expenditure control.
Reports on deviations from norms (Z-score, IQR, etc.).
Functions:
Obtaining data on patients, diagnoses, prescriptions, discharges.
Matching actual consumption with prescriptions.
Interface:
API on HL7/FHIR.
Logging all transactions.
Goal: Improving request accuracy.
Functions:
Comparing "prescribed" vs "discharged" vs "used".
AI analysis at department and individual doctor levels.
Budget: 1000 USD Deadline: 5 days
Good day, ready to approach this task quickly and professionally. There are reviews on another platform, and more than 17 completed works, write to discuss everything in more detail)
Budget: 1000 USD Deadline: 2 days
Hello, I worked on an AI system for medical data processing ✅, where I analyzed patients and predicted needs with up to 10% accuracy. Are you considering using NLP for protocol analysis?
I suggest we get in touch, I will provide free technical consultation and we will develop a development plan + I will tell you about my team!
Budget: 12000 USD Deadline: 30 days
Good afternoon, I suggest you consider a comprehensive ERP solution Odoo that already has all the necessary functions for you:
- Application formation
- Logistics
- Inventory management
- Analytics and monitoring
- Feedback from clients and order points
The system has a built-in API that allows integration with any other system and transmits certain data based on triggers.
The capabilities of using artificial intelligence are already built into the system and will be modified based on your processes:
1. Warehouse inventory
2. Applications based on artificial intelligence
3. Stock levels based on forecasting
A demonstration of the working system can be shown. Since the systems of artificial intelligence and agents were formed for similar projects, the demonstration will only cover ERP and all business processes based on your requirements; artificial intelligence will be prepared separately.
Budget: 25 USD Deadline: 1 day
Hello!
A very interesting and large-scale project — glad to see a systematic approach to automating pharmacy logistics processes using AI.
📌 Why I am suitable for you:
I have experience developing complex ETL processes, integrating with HIS using HL7/FHIR.
I have implemented ML modules for forecasting (Prophet, ARIMA, XGBoost) and consumption clustering based on medical profiles.
I have worked on logistics automation, stock tracking, dashboard creation, and notification systems (Telegram, SMS, email).
I know how to design scalable architecture considering medical specifics, medication rotation, urgency of requests, and seasonality.
I am ready to discuss details, suggest architectural solutions, and point out risks.
Budget: 25 USD Deadline: 1 day
Hello.
I have read your project with interest. I am confident that I can do effective and high-quality work that meets your requirements and expectations. Over 8 years of experience.
Budget: 3200 USD Deadline: 77 days
Hello!
My name is Mikhail Petrikey, I am a developer of intelligent systems with experience in automation, predictive analytics, NLP, and integration with medical systems. Your project is a systematic and well-thought-out initiative, and I am ready to join its implementation as a technical developer and solution architect.
In this project, I can offer:
- Development of an ETL process connected to the HIS and regular data updates;
- Creation of demand forecasting modules based on time series (Prophet, ARIMA);
- NLP processing of discharge summaries and treatment routes (using spaCy, transformers);
- Development of AI interfaces for automating applications, transaction accounting, and logistics;
- Integration with HIS via FHIR/HL7 API, transaction logging;
- Building dashboards and analytics (Plotly, Power BI, Streamlit, Dash);
- Implementation of optimization algorithms (greedy, LP) for warehouses and logistics;
- Setting up alert systems: e-mail, Telegram, SMS via API.
I have experience in medical-technical projects, participated in international AI competitions, worked with neural network models, databases, and automation of clinical processes.
I am ready to discuss architecture, prepare technical specifications, and proceed with phased implementation with MVP demonstrations at each key block.
Budget: 3500 USD Deadline: 50 days
Hello!
This is a powerful and promising project, and I will be happy to help you implement a full automation system for the pharmacy based on artificial intelligence. I can create an intelligent platform that will analyze department profiles and patient data to forecast medication needs, optimize inventory levels, automate warehouse distribution, and detect deviations in real time. Each module will be closely integrated with your Management Information System (MIS) via HL7 or FHIR, and the system will support ETL pipelines, predictive models, and intelligent notification flows through Telegram, email, or SMS.
In the field of logistics and warehouse management, I will apply intelligent algorithms to optimize placement, track expiration dates, and ensure cost-effective routing. The monitoring dashboard will include clear exportable reports and forecasts based on real-time data. You will be able to easily configure all parameters through a user-friendly admin panel, and the system will evolve along with you.
Thank you!
Budget: 1500 USD Deadline: 7 days
Hello
I am a developer in the field of AI/ML. I can complete your project. Write to me, let's discuss.
Budget: 1496 USD Deadline: 20 days
I want to take on the implementation of a project for an AI system for automating applications, logistics, and analytics in a medical center's pharmacy network. I have experience in AI, ML, integration with MIS, and analytics. I am ready to be responsible for the entire cycle — from architecture to implementation. Please assign the project to me.
Budget: 1800 USD Deadline: 30 days
Good day.
I have 21 years of experience in Python.
I have worked on commercial medical projects as a Team Lead for 8 years.
I know how everything should be built.
I can do everything properly, without rework, without violating medical laws.
Write in private - we will discuss the details.
Budget: 3000 USD Deadline: 100 days
You have a lot there but "they eat the elephant in parts" (Budget is conditional and deadlines)
In particular, there is a ready-made inventory management solution (with a series of expiration dates)
Inventory - Critical balances, integration with trading equipment (barcode scanners, data collection terminals, scales, POS printers, and label printers)
The overall view looks something like this
https://youtu.be/vMrE4KfbjzA
Their own report generator
Budget: 12345 USD Deadline: 15 days
Hello!
Your AI integration project looks very interesting. We have extensive experience in machine learning and NLP.
We offer:
- Machine Learning solutions
- NLP text processing
- Computer vision
- Integration with existing systems
- Cloud solutions for AI
We can conduct a workshop with our AI specialists. I offer a free consultation. When is convenient for you?
Currently, we are working on a mobile application using AI. We are not disclosing project details at the moment due to NDA, but we will gladly share our approaches and results.
I would be happy to discuss the details of your project, timelines, budget, and next steps in private messages.
Budget: 1000 USD Deadline: 20 days
Hello!
Recently, I have been happily working with AI and am ready to implement an intelligent system for you that automates applications, manages supplies and logistics of medical records and medical information with maximum accuracy and safety.
My approach will be based on:
📊 Data-driven analytics — demand forecasting based on real diagnoses, discharge summaries, surgeries, and history,
🧠 AI modules — time series, NLP, anomaly detection, department clustering,
🔗 Integration with HIS — HL7/FHIR, REST API, logging of all transactions,
🧾 Transparency — visualization of stock levels, reporting, signals for deadlines and errors,
⚙️ Flexible architecture — you can start with one department and scale without completely stopping processes.
Такие (очень похожие) системы существуют готовые, можно выбрать готовую и доработать ее.
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