Emerline

Emerline developed a fintech solution for SquareDash, enabling roofing contractors to receive faster payouts for insurance jobs and overcome cash flow challenges.

Challenges:

• Contractors faced long delays (up to 2 months) in insurance job payouts, causing cash flow issues.

• SquareDash's initial MVP, built on open-source tech, lacked scalability and customization for future growth.

Solution:

Emerline built a scalable fintech platform for SquareDash, replacing their MVP with a fully customizable solution to address cash flow issues for contractors. Key features include automated job management, advanced document processing, quick payments via ACH and wire transfers, and cash advance credit management. The platform also offers real-time financial insights and simplified payment options for homeowners.

Results:

• A production-ready platform launched within 14 months.

• Enabled contractors to receive payments within days instead of months.

• Streamlined processes for insurance, mortgage, and property owner interactions.

• Scaled operations and nationwide reach.

Description:

Emerline developed a comprehensive enterprise management platform for FUCHS, the world’s leading lubricant manufacturer. Powered by Microsoft Azure, it enhanced the client’s  operations, improved data analytics procedures, and boosted operational efficiency.

Challenges:

• The absence of a single database complicated interactions across departments

• Manual workflows made data management inefficient

• The absence of preventive monitoring hindered equipment performance control

• China’s legal requirements regarding the use of local software complicated the rollout

Solution:

We deployed a cloud-based platform with IoT connectivity on Microsoft Azure, with the following functionality:

• A dedicated dashboard to track products on-site and tasks’ status 

• A mobile app for technicians to perform tests on-site

• An Issue Management module that estimated risks in real-time

Results:

• Streamlined operations and faster data analysis.

• Reduced equipment downtime with intelligent preventive maintenance tools.

• Improved global coordination and decision-making.

Are you curious about the results FUCHS achieved through collaboration with Emerline?
Read the full case at Emerline website!

Description:

Emerline collaborated with an AI company to develop advanced machine learning models that improved sales forecasting and optimized store layouts for major US retailers. The project addressed the client’s challenges in handling unstructured data and scaling their prediction models.

Challenges: 

The client, an AI company providing ML-based solutions for product demand forecasting, struggled with the following challenges:

• Resource limitations prevented them from accommodating growing demand, making precise sales forecasts accordingly, and optimizing store layout.

• Scalability issues arose as their client base expanded, requiring more robust and dynamically scalable prediction-based models.

Solution: 

Emerline worked closely with the client to develop tailored machine-learning models. The key solutions included:

• Sales Prediction Models: Using historical data and trends for precise sales forecasts.

• Store Layout Optimization Models: Improving space utilization with smart store layout recommendations.

Results: 

The collaboration with Emerline led to significant improvements of the client’s AI-driven services:

• Accurate Forecasts: Improved inventory management and strategic planning.

• Optimized Layouts: Enhanced store efficiency and improved customer flows.

• Scalable Operations: A versatile library for generating predictions from diverse datasets.

Tags: iOS, B2B, B2C

Description: Emerline developed a hybrid iOS-based mobile app for a web portal specializing in rentals. It is a single platform that connects landlords and tenants, allowing them to make rental deals.

Challenges: The client already had a web portal and wanted to make their services easily available on iOS devices. Emerline used the client's backend and transferred the existing functionalities to a hybrid mobile app that runs smoothly on iPhone and iPad devices.

Solution: Emerline delivered theproduct within three months, using React Native and TypeScript as core technologies. The application offers handy features that benefit both tenants and landlords. Tenants can search for apartments to rent, see their descriptions and availability, book one, and connect with the landlords to discuss the details. 

The platform also contained a billing system in which landlords issued invoices. With our solution, tenants can now quickly pay their rent in-app. A convenient dashboard allows landlords to manage invoices and check which are pending, paid, or overdue.

Results: The delivered mobile app provides a user-friendly interface for handling rental deals, from apartment searches to payments. The product helps tenants find vacant accommodations and communicate seamlessly with landlords on one mobile platform. Additionally, it allows landlords to manage all their properties, clients, and rental payments in one place. The app makes rental deals much more accessible, empowering landlords and tenants to perform all activities on the go.

Description

The 3D Colorbook app for iOS is a stress-relieving mobile application that combines 3D pixel coloring, augmented reality (AR), and a 3D builder. Designed for children eager to showcase their creativity and adults seeking relaxation, this app offers a delightful and engaging experience. Users can color pre-made 3D figures – or create their own – and immerse themselves in an AR-enhanced world, effortlessly turning creative ideas into reality.

Challenges

People often feel overloaded, stressed, and bored. The need for a break, relaxation, and  positive emotions is paramount, whether it's after a long workday or exhausting household chores. Many are looking for new and engaging ways to relax and unwind.

Solution

Emerline presents 3D Colorbook, a mobile app that alleviates stress and stimulates creativity. With features like easy 3D pixel coloring, a 3D builder for custom figures, and AR integration, users can color, create, and interact with their designs in a vibrant digital world. The app also includes speed and creativity challenges, allowing users to compete and see their progress on the leaderboard.

Results

3D Colorbook provides an effective way to enhance leisure time and combat stress. Users experience an eventful coloring journey, create unique masterpieces, and explore a rich library of figures. Integrating AR and 3D elements significantly enhances the user experience, offering a fun and innovative approach to relaxation and creativity. The app helps users alleviate stress, reduce feelings of apathy, and enjoy a more colorful and imaginative life.

Description

Emerline developed an innovative AI-powered chatbot document search service tailored for B2B customers, transforming document management.

Challenge

• Opening and parsing proprietary document formats: Emerline faced the challenge of accessing and parsing various proprietary file formats that are essential for comprehensive document search.

• Processing unstructured data effectively: The solution needed to excel in handling semi-structured or unstructured files while ensuring accurate data analysis.

• Working with domain-specific data: Catering to various industries, the service had to adapt to specific terminologies and styles for effective data processing.

Solution highlights

• Specialized connector development: Emerline engineered customized connectors for accessing proprietary file formats, which underwent rigorous testing to ensure reliability and efficiency.

• Effective unstructured data processing: Thorough testing identified optimal Large Language Models (LLMs) and specialized parsers, enhancing data analysis precision.

• Customized templates: Tailored templates and adjustments were made to accommodate business-specific data, ensuring accurate processing.

• Integration with ChatGPT: The service seamlessly integrated with OpenAI's ChatGPT via an Azure endpoint, leveraging advanced natural language processing capabilities.

Results

Emerline's AI-powered document search service delivers highly relevant and accurate answers, enhancing client document management across industries. Its continuous evolution ensures adaptability to document management needs, making it an innovative future-proof solution.

Description:

An iOS app integrates advanced AI technology into a comprehensive health tech platform, facilitating real-time surgical data capture.

Challenges:

Computational limitations: Due to server constraints, on-device processing was paramount to ensure seamless operation.

Video data collection: Precise object segmentation within the footage required the implementation of advanced algorithms and techniques.

Sound data collection: The accurate recognition of audio signals within video footage also posed a significant challenge.

Solution:

Utilization of CoreML-compatible neural networks enabled sound recognition and object segmentation, while rigorous data collection, preprocessing, model training, and conversion ensured optimal performance on iOS devices.

Results:

We created a robust iOS app that accurately captures surgical procedures, enhancing data collection efficiency for medical analytics company clients.

Website optimization focusing on enhancing page loading speeds, revitalizing outdated code, and achieving compliance with the Google Core Web Vitals assessment. Upgrades to the server, migration to Amazon S3, and leveraging CloudFront for image storage, alongside critical frontend enhancements, led to significant performance improvements and a superior user experience.

Challenges:

A thorough website audit uncovered several factors contributing to slow page loading speeds: 

• Outdated code and scripts 

• Large PNG images 

• An excessively large DOM 

• Slow general server response times 

• A legacy image storage solution (CloudFoundry) 

These factors were hindering performance, as evidenced by GTMetrix, Google PageSpeed Insights, and Core Web Vitals reports, highlighting areas for optimization.

Solution:

• Upgrading Node.js and migrating to Amazon S3. 

• Implementing frontend enhancements, including the conversion of images to the WEBP format, adopting a lazy-load approach, and simplifying the DOM.

• Refining and integrating code. 

• Integrating CloudFront for efficient content distribution.

• Conducting a detailed audit to meet Google's and GTMetrix optimization standards.

Results:

The optimization efforts resulted in reduced image sizes, a streamlined DOM, and improved Largest Contentful Paint (LCP) time. Performance metrics across various tools showed significant enhancements. Replacing outdated code not only improved functionality but also reduced load times, greatly enhancing the overall user experience.

Challenges:

The American household goods distributor faced a significant challenge in modernizing its direct sales model. The existing legacy system could not provide an optimal E-commerce experience for their consultants. This limitation hindered the nationwide team of direct-to-consumer party consultants, making it essential to adopt a more responsive and feature-rich application and platform.

Solutions:

Emerline addressed the challenges through a two-stage project:

• Requirements gathering and UX design:

  • Collaborative discussions were conducted with the customer's team to comprehensively understand the direct sales model.

  • A tailored migration plan was developed, encompassing the specific requirements of the business model.

  • User stories were carefully crafted, and an enhanced user experience was designed to cater to various devices.

• Adobe Commerce implementation and stakeholder collaboration:

  • The Emerline team strategically chose to implement the Adobe Commerce platform for D2C during the second stage.

  • Ongoing collaboration with key stakeholders ensured a seamless platform implementation and successful launch.

  • The platform integrated cutting-edge E-commerce functionalities while accommodating the unique intricacies of the direct sales business model.

Results:

Ongoing project highlights include:

• Improved usability: The new platform enhances the user experience for consultants.

• Increased efficiency: Upgraded system boosts operational efficiency.

• Positive consultant feedback: Consultants express satisfaction.

Ongoing developments with Adobe Commerce for D2C aim for:

• Usability refinement: Continuous improvement.

• Reduced complaints: Anticipated decrease in issues.

• Sales upswing: Expected sales increase, showcasing project success.

Emerline successfully guided a global jewelry and accessories firm through a strategic migration to Magento Enterprise, addressing the challenges of frequent downtime and outdated technology. The company faced financial strain and stagnant growth due to an outdated Magento EE 2.1 and Drupal system.

Challenges:

Financial Challenges  and Outdated Technology

The existing tech setup hindered growth in profitability and resulted in frequent downtime. The unique direct sales model further complicated the situation.

Solutions:

Strategic Migration and Feature Integration

Emerline's solution included a seamless migration to Magento Enterprise, enhancing the store with worldwide distribution, multilingual support, and introducing tailored features for trunk show scheduling and B2B2C incentives.

Results:

Increased Sales and Operational Efficiency

Emerline's intervention led to a substantial sales increase, reduced downtimes, and improved operational efficiency. The web store maintained an impressive uptime of over 99.9%, reinforcing the client's global market presence.

Project description:

Emerline collaborated with a US-based sports NFT seller to transform their marketplace experience. The goal was to create an intuitive platform for NFT package sales and seamless token resale, with a focus on user-friendliness and compliance.

Challenge:

The project faced three main challenges:

• Establishing Credibility: Building trust through innovative UI/UX design and superior customer service.

• Navigating the Regulatory Landscape: Ensuring compliance with cryptocurrency regulations.

• Creating a Secondary Marketplace: Developing a robust platform for seamless token resale within the ecosystem.

Solution:

Emerline developed a Python and React-powered marketplace. Integration included Arweave for secure NFT storage, multiple payment gateways for financial transactions, and Onfido's KYC verification to ensure compliance. The UI/UX design was optimized with two main focus points in mind, enhancing both user trust and user convenience.

Results:

This collaboration resulted in a groundbreaking NFT marketplace. It provided an exceptional user journey, driving business growth and establishing new standards for customer engagement. The platform's intuitive design and robust secondary marketplace mitigated financial setbacks while ensuring regulatory compliance, thereby bolstering customer satisfaction and loyalty.

Emerline delivered a cutting-edge worldwide E-commerce platform for Fragrance and Home Decor Company to streamline distribution, promotions, and marketing with advanced analytics and brand-focused subsystems.

Challenge

The customer, a US-based manufacturing and retail company, faced limited online presence, disrupted supply-chain management, and inefficient global product distribution and felt the need for a global E-commerce platform with brand-specific subsystems, providing extensive analytics tools and data.

Solution

Emerline developed an enterprise-grade global E-commerce platform, backed by brand-specific subsystems enriched with an extensive array of analytics tools and statistical data to deliver worldwide distribution over a single platform, cloud scalability over a busy season, personalized promotions, and zero-downtime deployment. The platform provided customer with: 

• Optimization of distribution through efficient stock-supply management. 

• Worldwide promotions configuration.

• A robust dataset for analysis. 

• Streamlined marketing content distribution.

Results

Emerline empowered the customer to overcome challenges and seize unique opportunities in the global housewares distribution. Development of a user-centric web store allowed to enhance the brand's identity and deliver an impressive 10% increase in sales and revenue and 20% boost in customer engagement and satisfaction.   

Emerline developed for a child apparel distribution company a holistic E-commerce platform with an adaptable online store and seamlessly integrated affiliate marketing system to streamline client sales through social sharing and lay solid foundation for future expansion.

Challenge

The customer was looking for a modern E-commerce solution that will meet their immediate requirements and lay a solid foundation for future market expansion. The thorough discovery phase unveils three key challenges:

1. Addresses the modern E-commerce needs of the customer to secure immediate and future growth. 

2. Enhances sales through innovative elements integration.

3. Crafts a unified fusion of functionality and user experience.

Solution

• Emerline's expert team developed a unified multi-brand platform, seamlessly harmonizing various brand identities for the client.

• Intuitive UI/UX design significantly elevated customer interactions, delivering a seamless and engaging browsing experience.

• The custom-built affiliates subsystem was crucial in driving sales through social network sharing.

• Advanced data analysis capabilities enabled data-driven decision-making, helping the client adapt swiftly to evolving market dynamics.

• Efficient stock-supply chain management enhanced inventory optimization, ensuring timely product availability and increasing customer satisfaction.

• Customizable promotion configurations were implemented, boosting marketing initiatives and customer engagement to drive sales growth.

The resulting innovative and growth-oriented solution effectively addressed the client's concerns, setting them up for unrestricted success.

Time-saving mobile solution to let buyers forget about exhausting shopping nightmares and make an easy choice from a large array of options

Mobile shopping app for iOS and Android for increasing customer engagement and revamping user experience through utmost interactivity.

AR tech provides a new way to get familiar with products and contributes to the “experience-before-you-buy” purchasing model, thus minimizing goods returns and attracting new customers.

Development Approach

To deliver the project, our team worked with shoe 3D models provided by the client for all the required objects. To accurately display them on mobile, we converted the necessary data to another format.

Our project goal was to enable the close to reality experience and give the app users an opportunity to enjoy smart and easy shopping. Alternatively, if there is a need to let users “try on” shoes to find the proper size, we know how to put this feature into practice.

Web application for car dealers.

A web application that allows investigating both interior and exterior of cars offered by the dealership and making an order online.

Development Approach

• We decided to build the application using Python as a primary language for development.
• To offer a 360 view tour experience, we took advantage of Panolens.js that works with panoramic pictures and allows setting infospots.
• The solution was integrated with payment systems to allow users to make orders and pay for chosen car models online.

The Emerline team delivered a portal for e-commerce needs, which provides users with an easy registration process and allows them to quickly set up an online shop and tailor its design to their tastes and needs. 

Challenge

Emerline was requested to create a white-label e-commerce portal targeted at producers of digital products. The portal had to provide the ability to develop individual e-shops using a unified solution. One more challenge was to ensure easy mobile accessibility.

Solution

The Emerline team delivered an e-commerce platform adapted to mobile devices. The platform offers easy registration of shops with vast options for their customization.

Results

The Emeline team managed to get the client from a bare product idea to a functional portal in just 3 months. The delivered solution perfectly meets all the requirements and provides users with an easy-to-use, friendly interface. 

Challenge: Our customer’s intention was to bring more value to companies by providing their employees with easy access to corporate benefit programs, fitness and wellness activities, reimbursement programs, events, affinity groups, and internal communities. They aimed to introduce a comprehensive platform for uniting businesses, employees, and third-party service providers.

Our Contribution: Our team has been involved in the project during all phases, including architecture, design, development, implementation, and support, for both web and mobile (iOS and Android) solutions. We turned the idea into a fully functioning platform in less than 12 months. With an ongoing development process, we continue to enrich the product with gradual improvements.

Solution Description: The solution provides a full spectrum of onsite and online services in the convenience of a single platform, ensuring easy management, ordering, and paying for onsite services ranging from training programs to laundry. It links corporate units and individual employees, allowing businesses to ensure efficient dialogue with team members.

The six main modules are:

• Events management
• Wellbeing + Fitness
• Reimbursements + Allowances
• Challenges + Achievements
• Rewards + Recognition
• Employee Resource Groups

Product Description

The client was provided with a solution that offers a variety of modern features that make a sound sales analytics platform capable of reducing supplier data analysis time from several hours to just 22 seconds.

Key features

• Centralized sales data management
• Mobile accessibility
• Real-time updates and monitoring
• Online data sharing
• Intuitive UI and interactive dashboards
• Data Visualization
• Pipeline Management
• Tracker execution
• Historical execution analytics
• Advanced exporting features
• Identification of mutually supporting brands

Emerline delivered applications offering access to professional services for web and mobile and integrated them with the calendar, payment, and video call systems. 

Challenge

The client wanted a platform that would simplify access to professional services. To meet the requirement, Emerline had to create an online marketplace with virtual offices for professionals, as well as to ensure web and mobile accessibility of the solution. 

Solution

The delivered product provides benefits to both professionals using it and their clients. For professionals, it offers a directory service and virtual offices, in this way saving money on office rentals and contributing to more accessible services. For clients, the platform ensures the ability to get expert consultations whenever they need them, simply by using a digital device.    

Results

Emerline delivered an online marketplace platform that makes professional services more accessible by providing its clients with real-time access to experts.

Solution Description

The solution consists of 3 components that serve different purposes but are connected with each other. These are:

• Website
• Game Desk (web and iPad versions)
• Mobile App

Mobile App for iOS and Android is designed for athletes and their parents. It allows them to keep records and statistics, participate in various challenges, and access video lessons prepared by professional athletes. The Game Desk with web and iPad versions is for coaches and managers. The solution collects data, statistics, and analytics, which then export to the mobile app for individual athletes and their parents to look at. General team scores are broadcast onto a public website so fans can engage with their teams in that way.

Results

• Emerline fixed and redesigned the client's original products and continues developing and managing them.
• The mobile app redesigned by Emerline has helped the client reach a global audience, amassing over 30,000 views in the App Store.

An iOS application for menopause management that empowers women approaching or going through perimenopause or menopause to track symptoms and monitor their health. The solution represents a true supporter during all stages of menopause. 

It allows recording changes associated with menopause. A symptom tracking system thoroughly analyzes data collected and gives women valuable insights highlighting what is happening physically with their bodies and helping them cope with symptoms.

Key Features:

• Menopausal stage determination

• Hormone readiness assessment

• Personalized health recommendations

• Symptoms tracking

• Profound knowledge base

Tech stack: Python, Swift

Emerline developed a migraine prevention app for Android and helped the client to ensure a user-friendly interface for the existing iOS solution. 

Challenges

• Creation of a mobile app for Android from scratch

• Client-side programming for the existing iOS solution

• Ensuring customization opportunities to make the solution available to use for third-party healthcare providers

Solution

The solution analyzes various types of data impacting the development of migraines in people. These are environmental, behavioral, and personal data specified by the user. If the analysis determines a risk, it sends the user a notification, making it possible to take action to prevent or minimize a migraine attack. The app also creates a calendar, highlighting the risky days based on the received information.

Results

The Emerline team delivered the requested solution and services just within 3 months. Having user-friendly apps with customizable designs, the client can resell them to any third-party service provider to increase profits and help more people prevent migraine attacks. 

Emerline contributed to the development of an iOS collection organizing application for a wine industry market player.

Challenge

Emerline was contacted by an American company that needed a solution that would allow an automated and innovative approach to collection curation. The customer wanted the product to be capable of connecting to cameras in cellars to provide users of the app with a more automated way of keeping track over their collections.

Solution

The Emerline team assisted the client with the development of an app that allows:

• Wine label scanning for wine recognition

• Connection with cellar cameras

• Automatic detection of addings/removals from the collection

• Quick finding of bottles (the app shows where it is stored) 

• Collection reports

• Smart notifications 

Results

Our team helped the client to receive a solution that completely fits all the initial requirements. The application allows easy and convenient collection monitoring, delivers useful reports, and, being integrated with cameras, minimizes manual processes associated with collection management. In addition, the solution can be seen as an easy-to-use, lightweight, and highly accurate application for small warehouse management.

The solution is designed for employees and management staff of a company with a multi-country presence. It automates critical HR processes, from creating leave requests and booking workspaces to generating insightful reports.  

Key features

Address book

A simple way to find information about colleagues for employees and a source of truth about the staff for HR managers. 

Leave requests

Creation of different types of leave requests with an individual approval process for each request type and automatic calculation of vacation days available to each employee. 

Relocation requests

Features the approval chain and administrative staff support chain. When needed, managers can see the reports on geographic team distribution.

Reports generation

The system allows the generation of various reports, including those on hired and dismissed employees, company growth, space utilization, etc.

Desk booking

Allows employees to book spots with a few clicks and ensure that office managers can see the actual load of the office spaces to make decisions about extending or reducing the number of working spaces on time. 

3D office plans

3D floor plans make booking more intuitive, faster, and more manageable.

The Emerline team developed a photo printing application.

Challenge

A customer that cooperated with photo labs and turned to the Emerline team to create a solution for the design, purchase, and delivery of printed products. The requested web, iOS, and Android application was supposed to provide users with the ability to place any photos from their galleries or social media on various types of products: T-shirts, cups, souvenirs, photo books, calendars, etc. 

Solution

The Emerline team has successfully developed a complete photo printing solution that consists of a website and mobile applications for iOS and Android using extensive technology tools: React, Django, Objective-C, and Java. 

Results

The solution meets all the requirements and is periodically enriched with new features under the support service.

The Emerline team developed a legal system that allows the customer to provide end-to-end legal document services. 

Challenge

A company that offers legal services needed a system that would receive requests for services from various websites, provide the ability to send automatically generated dynamic forms in doc. format, hold communication with a client throughout the whole process of the legal document creation, and allow payments within the system. 

Solution

Our teams developed the system from scratch, building both the backend and frontend of the application and ensuring all the important integrations. The solution provides the following features: 

• Automatic document generation (on the basis of 6 areas covered by the customer)

• Online payment system

• Notification system 

• Online customization of documents 

• Safe access 

• User-friendly interface 

• Convenient navigation. 

Results

With the solution created by Emerline, both customer and their clients can enjoy the convenience of end-to-end service provision within a single platform that features everything needed for successful performance

Solution

Emerline developed the Android-based app that helps dog persons to find friends with similar interests based on their geolocation and preferences. Its users can create a personal profile and define the criteria for searching for relevant people. 

Key Features

• Creating a profile with personal information (name, age, users’ and their pets’ photos)

• Getting profile matches on a daily basis

• Matching based on geolocation and personal preferences

• Chatting with users who matched with each other

• Opportunity to upload photos to a user’s profile

Core technologies

• Clean architecture

• Android libraries, including ViewModel, LiveData, and Data Binding Library

• Firebase data storage 

• Analytics tools

• Google and Facebook authentication

Results

The solution allows users to assess the profiles for potential matches, and once they’re matched to chat with that dog people for arranging a date. 

Emerline developed a vet solution connecting pet owners with practitioners and enabling remote diagnosis and care. 

Challenges

• Creation of a web solution allowing pet owners to connect with vet specialists 

• Enhancement of the existing iOS solution

• Ensuring white-label options 

Solution

The solution developed by Emerline features everything needed for quality remote vet care, from online chats and video conferencing to in-ap payments and a user-friendly appointment system. 

Results

• Developed during the COVID-19 outbreak, the solution ensured pet owners' access to vet services during the quarantine.

• The delivered apps allowed the client to strengthen its position in the market of vet telemedicine providers.

• White-label options allow reselling the app to third-party vet clinics. 

Emerline created a centralized online platform that enables smooth, transparent, stable, and easy certification processes. 

Challenge

Emerline was challenged to create a versatile and approachable online platform to ease and facilitate certification procedures by covering all certification management tasks. 

Solution

The delivered solution automates manual certification programs. It covers certification, license, and compliance management processes, reducing processing time and administrative costs for companies using it. The platform maintains data accuracy, provides the convenience of payments, and eases access to data for personnel handling certification processes.

Results

Emerline provided the client with a solution that made the certification process more transparent, manageable, and easy for all parties involved. A highly intuitive platform interface ensures that people with no technical background can take advantage of all its benefits. 

Challenge: Emerline was involved in the development of a data science solution aimed at providing European banks with detailed, categorized information about the use of their products — debit and credit cards. The goal was to establish a mechanism that would automatically detect valuable information for banks about merchants based on payments of their customers and then split this data into categories. In this way, a bank would be able to determine who are their key merchants and receive insights into their customer behavior. accompanying risks.

Our team was responsible for the creation of the ML algorithms that would ensure the extraction of this data: accompanying risks.

Merchant’s URL scoring based on different criteria
 

Extraction of valid information

Product recognition
 

Merchant categorization accompanying risks.
 

The process of categorization had to be built with respect to the list of categories provided by the client. accompanying risks.
 

One more challenge was to optimize the process of URL scoring in the way to make it as closely as possible to how humans select websites when browsing for information. 

How Does the Solution Work?
 

The principle of how the delivered solution works can be described as follows: A customer makes a purchase with a debit or credit card.

1. Brief information about the purchase (where it took place, what’s the name of a merchant, MCC code, etc.) goes to the bank.
    
2. From a banking server, the info transfers to the server of the data science solution we worked on.
    
3. Servers browse for the merchant’s information to define with the help of machine learning what products or services the merchant provides.
    
4. In accordance with the extracted data, the solution determines related to the merchant categories and sends this information to the bank.
    

Technologies Used: In the course of the project, our data science specialists took advantage of various technologies for the establishment of successful task completion by the system:
 

Merchant classification Gensim; Doc2vec; tf-idf; logistic regression
 

URL scoring XGBoost; LightGBM; Log Regression; Optuna

Product recognition Default Python; Numpy

Challenge: Our customer assists people who financially suffer from unjustifiably high medical bills. The company carefully analyzes the bills to find billing inconsistencies if any, check out proper coding, and then negotiate down the cost of healthcare services.

Solution Description: The idea is smart and simple — the first step is taking a picture of a medical bill (after creating an account in the app, of course), then a user uploads the photos and waits until medical bill examiners review the bills and determine possible savings.

Challenge: Our team was contacted by stakeholders working within the healthcare industry and challenged to build an Uber-like app for doctors that would allow patients to receive medical help (yet not an emergency) within an hour after the appointment is created.

Provision of Consultation Services: 

In terms of this project, the process of consultation took about a month and a half. We had to approve the limited yet critical functionality and the scope of work to fit the client’s budget and set timeframes; to analyze the market and its regulatory requirements in the state chosen by the client; to address UI requirements and provide the client the requested simplicity in handling medical documents; and to develop several interactive prototypes of the product to give the client a taste of the solution they will receive.

As a result, we agreed on the development of:

• Web application;
• Mobile apps for iOS and Android;
• Custom EMR system;
• Custom document editor.

Project Description

The app works as follows:

The artist opens it on iPad and starts the stream, whether with or without AR mode. Fans can connect to the stream via a mobile device and use monetized 'claps' to get to the top of 'clappers' and talk to the artist in real-time right after the performance.

Key Features

• Live view mode
• AR mode with virtual objects
• Ability to save video streams locally
• Monetized 'claps'