Liliia Fedorenko
Rating
Skills and abilities
Programming
Services
Mobile development
Outsourcing & consulting
Portfolio
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Neural Solution
Website Development
NeuralSolution is a company with the patent-pending technology able to extract a wide range of biometric readings from sensors, which helps to monitor and model the neural patterns.NeuralSolution approached the HUSPI team with the need to develop and implement the architecture of the project.Considering the vast amount of incoming data, we needed to set up complex processes to analyze the streaming data, transform it into specific characteristics, and send this processed data to a light bulb that would change color according to the emotion experienced.We also needed to create a dashboard for patients and doctors, where they can see recorded videos of themselves for further work.The project’s sensors are non-invasive, which means that all data is coming from video files and biometric parameters.Specifically developed light bulb receives the parameters about emotions in real-time and its color reflects the state of the person's nervous system.Therefore, there were several tasks before HUSPI:
Create the architecture and think through all the data processing, storage, and analysis rules to avoid crashes and mislabeling
Develop the dashboard with the incoming data
… Create separate user permission rights for doctors, administrative personnel, and users
Create all light bulb settings and integrate it with the dashboard's backend
For these tasks, we have used the following technologies: React, Redux, Core UI, Node.js, Noble, PostgreSQL.This technology helps to accurately translate physiological information into useful for business metrics: engagement, attention, stress, sentiment, connectedness, etc.
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Homeopath: Computer-Assisted Diagnosis Tool
Python
The Homeopath project is a Digital Health product.It is a disease diagnosis and treatment recommendation system with a focus on homeopathic medications.The Homeopath is intended to be for people with medical background and education.Strategy
This project is a self-educating system for treatment recommendations, therefore the level of accuracy had to be very high.Having examined the technical requirements, we have done the following tasks:
Created and integrated several databases (including a database of homeopathic medications as well as various diseases and treatment results studies)
Implemented data mining capabilities based on the patients' input
… Added the fuzzy logic algorithm and machine learning technologies to the system
Developed the backend and frontend of the project
Due to the self-educating feature, the system, once launched, would continuously update its records with new findings, making the future patients' treatments more accurate.Execution
From the technical point, we have opted to use Python as our main machine learning language.The additional technologies included HTML, CSS, and Bootstrap.
Activity
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Программная платформа с web-интерфейсом Polaris Satellite
1129 USD
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Backend для приложения
339 USD
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Создание сайта отельного комплекса под ключ
677 USD
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Создание сайта под ключ для салона красоты
25 USD
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Додаток React Native
677 USD
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Сайт
339 USD
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REACT NATIVE. App/system that supports shipment of goods to Africa
677 USD
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Создание студенческого сайта (фриланс)
339 USD
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Платформа для заметок
339 USD
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Верстка сайта ПК, мобильная версия и приложение для ресторана
4514 USD
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