Software Development Hub

AI-driven chatbot designed to identify unoccupied spaces in a parking lot using image recognition techniques. The system leverages a camera installed to cover parts of the parking lot and processes images to determine vacant spots. 

The AI-driven chatbot for identifying unoccupied parking spaces demonstrates the effective use of image processing and AI techniques in solving real-world problems. By leveraging a camera-based system and sophisticated algorithms for image analysis, the solution provides a practical and user-friendly way for drivers to find available parking spaces, thereby enhancing the parking experience and optimizing space utilization.

FEATURES

• The parking lot has two types of spaces: parked (occupied) and un-parked (vacant).

• AI image processing. The camera sends the captured image to the program at regular intervals. The program processes the image to identify unoccupied spaces. Vacant spaces are marked with a red rectangle and recorded in the database.

• Vacant Space Recognition. It employs Intersection Over Union (IoU) metrics to handle overlapping car frames, focusing on identifying the "most empty" frames.

• Users can interact with the Telegram bot to request information about vacant parking spaces.

• If vacant spots are available, the bot service requests an updated image from the camera. The bot overlays the identified vacant zones
  on the image and sends it back to the user.

• Real-time updates.

The bureaucratic side of filing for a patent sometimes stops inventors from even trying to get one.

This project is aimed at painlessly structuring all the necessary data to meet the required criteria and requirements. It will guide the inventor in a pleasant and even interactive way, from a general description of their product in a few lines to obtaining the expected document.

We have analyzed mobile processes in the food delivery sphere and found out opportunities for improving user and courier experience. Our team has made two applications: to interact with the food customer and the courier. In the first case we’ve developed clear and minimalistic interface, account access system, location selection screen, product or dish search line and range of cuisine categories.

The peculiarity is a detailed description of the item, which includes a photo, score, ingredients, weight, and price.

Customer app also has basket for selected dishes and the ability to choose the method of payment. In the second case, we took into account the convenience for the courier, so we created the simplest possible system, which includes a list of tasks and their status, for instance, “delivered”, “in process”, “appointed”, “new”. We have also created a task card “appointed”, which has a full description, address with the customer's geolocation and phone number.

FEATURES

• Usability. Simple interface and order without an intermediary provides convenience to this format of delivery.

• Shopping cart. 

• Detailed description.

• Geolocation determination. 

• Restaurants. The application has integration with the menu and prices of local restaurants, grocery stores and different cuisine options.

• Task statuses. The courier easily optimizes your workspace with in-app statuses: “delivered”, “in process”, “appointed”, “new”.

A platform with branding, marketing, communications, and commission-tracking tools that allow travel advisors to select luxury hotels and customized trips for their customers. 

Integrations:

• Sabre Hospitality database

• Smarty for auto-complete addresses of users

• Stripe payment processing platform​​​

FEATURES

• My profile. 
• Bookings. 
• FAQ module.
• Trainings. 
• Clients and cards. 
• Travel reviews. 
• Bookings platform. 

Our team developed the end-to-end AI-driven cloud application focused on preventing and remediating decoding weaknesses in students in all grades (and even adults). We provide educators with the tools and knowledge to teach all students (not just those who learn easily) to read. We make assessments and grouping practical, efficient, and accurate. Our approach to reading instruction is research-based, interactive, explicit, structured, and multisensory. In our lessons, students not only learn to read but enjoy the intelligent learning process.

FEATURES

• In-built Student Information System
• Game Creation Engine for convenient educational games crafting and content uploading.
• Student, Teacher & School dashboards with essential analytics data and classes management
• Interactive online learning tools Assessment application
• Oral decoding (Voice-To-Text) integration
• AI & ML modeling and researching
• The LMS supports Classlink and Clever roster integrations.

Web platform that helps organizations, companies, higher education, and teams mobilize their networks via voting. The platform's core is using behavioural science's power — it increases voter engagement by making the voting process more accessible, more social, and more enjoyable.

FEATURES & RESULTS

• Customer dashboard. Through a customer dashboard, voters can track organisations, actions, teams.

• Prize store. It is a possibility to exchange for prizes.

• Team creation. Each organisation has a list of participant profiles and teams that take part in challenges.

• Branded pages.  These are custom organisation pages, which are individual websites. Each organisation has its own set of actions and teams that carry out different tasks.

• "I vote" tracker. A board with participants who have achieved the main goal - to vote in elections.

• Admin panel. To manage the organization's profile, commands and actions.

Our team developed a unified IoT ecosystem for Terneo™ devices management. We made the heating system control entirely remote and user-friendly. Wi-Fi Internet connection provides quick access to the settings of all thermostats listed in a user account. Setting a smart home became a lot more convenient since the management system access is provided via a website and mobile app (Android, iOS). All the data is gathered, processed, and stored securely in the cloud.

FEATURES

• Wi-Fi thermostat management. 
• Heating schedule
• Heating charts. 
• Heating conditions set up. 
• Geofencing. 

Learn more https://sdh.global/projects/terneo/

Our team has successfully developed a comprehensive cloud-based application for patients and healthcare providers. This application comprises two distinct admin dashboards equipped for patients and medical staff. To ensure secure access to the dashboard, each user must authenticate their phone number verification. So all the private and confidential healthcare data is securely stored in the Cloud. We have seamlessly synchronized the Medical Information System (MIS) with eHealth, the flagship electronic healthcare system in Ukraine, automating the management of the central medical database.

FEATURES

• First cloud MIS in Ukraine

• Electronic Health Record (EHR).

• Built-in classification systems (ICD-10)

• Connected to eHealth (Ukraine, 2017)

• Telemedicine video conference module

• Patient’s and Health professional’s profiles

• Electronic signatures.

• Calendars, schedules and appointment bookings.

• Integrations with other medical systems and laboratories.

We developed a mobile solution that allows a patient to sign into a medical system easily and securely via his/her phone number. The system contains electronic medical records (EHR). The patient can view and manage all the EHRs and medical treatment notes. The app as well lists all available doctors to appoint a visit. The booking is performed fully online that streamlines communication between doctors and patients.

FEATURES

• HL7 architecture 
• User profile and protected personal data
• Electronic Health Record (EHR) 
• Treatment plans
• API with ePrescriptions 
• Doctors visit booking and Calendar
• Health professionals and clinics catalog.
• Doctors visit booking.
• Wellness Diary.

EHR Mobile App — Medcard24™

for direct management of the patient's profile. Top-rated apps — 4.8/5 ⭐️ 500K downloads at Google Play and 4.8/5 ⭐️ 8.9K ratings at App Store

PARTNER’S OBJECTIVE

To create an application that gathers all the necessary healthcare records in one place for a patient's use. The app should allow the booking and management of a medical appointment without visiting a healthcare facility.

SDH SOLUTION

We developed a web and mobile solution that allows a patient to sign into a medical system easily and securely via his/her phone number. The system contains electronic medical records tied to the provided phone number. The patient can view and manage all the EHRs and medical treatment notes. The app as well lists all available healthcare personnel and institutions to appoint a doctor's visit. The booking is performed fully online which streamlines communication between doctors and patients.

Technologies:

Android: Java, Android SDK, Firebase iOS: Swift 5, Cocoa, debug FLEX, Alamofire, SwiftJSON, Kingfisher, SwiftDate

💡 Partner’s goal:
The dental system should cover all organization's processes: registry management, patients' profiles, appointments and scheduling, diagnosis and treatment plans, digital tools for dentists, dental charts, billing and invoicing management, as well as HR and branch management.

⚡️ Our solution:
The SDH team built a cloud platform that automates operations of dental clinics through patient EHR management, 3D dental charts, appointments and scheduling, AI-driven CRM, billing and invoicing, and cloud DICOM viewer.

Thanks to our in-depth experience in delivering products for healthcare organizations, we have been able to create the all-in-one solution that covers the business processes of dental clinics:
▪️ the UAE eHealth integration ready;
▪️ compliance-friendly with HIPAA, HL7, CDA, CCD, QRDA, DICOM;
▪️ built-in ICD-10 medical guides (CM and Dental procedure);
▪️ advanced calendar with appointments and scheduling;
▪️ branches and employees management;
▪️ patient EHR management;
▪️ registry management and quizzes for patients;
▪️ 3D dental charts;
▪️ dental diagnosis and treatment plans;
▪️ DICOM files viewer;
▪️ custom document templates;
▪️ payments and Stripe integration;
▪️ AI driven CRM.

👉 Results:
The team has been worked on the project for six months before the MVP was launched, with most of the time spent developing a modern, user-friendly, and accessibility-compliant UX/UI design. 

🧑‍💻 Team:
Services provided on the SDH side include the dedicated team of seven specialists — software architect, business analysis, backend, frontend, QA engineer, and DevOps specialists.

🔋 Technologies:
▪️ Backend: Python, Django
▪️ Frontend: React JS, Typescript, Redux, Mui, Slate
▪️ Databases: PostgreSQL, MongoDB
▪️ Cloud: AWS
▪️ Payment Integration: Stripe.

With experience in healthcare projects, we offer comprehensive software development and IT consulting services to help you grow in the competitive world of healthcare.

Drop us a line to get free cost & time estimation: [email protected]

The SDH team has created a specialized platform consisting of a web application for diagnostic centers and iOS and Android applications for radiologists.

The platform facilitates access to qualified radiologists who are in the digital database, allowing you to obtain official professional medical opinions in a short time. Radiologists have the opportunity to earn on the remote description of the results of magnetic resonance imaging, computed tomography, X-rays and mammography for medical institutions across the country.

We have developed a radiological back-office, which performs the function of quality control and handling claims. We also managed to implement various modules for complex and secure work: training, digital signature, report, PACS. All these functions are easy to use thanks to the intuitive interface.