Assignment description

Worked on RStudio in order to connect and interact with a database, ensuring efficient data integration and management. Then, focused on UI (User Interface) design using Figma, where I helped create and refine the user interface and design a user survey to gather feedback.

Assignment description

I am working on the maintenance and operational readiness of the ECG application, as well as adding new features to it.

Assignment description

I have implemented and designed the Cardiomegaly CNN web interface.

Assignment description

Assignment description

My goal was to analyse different sociological and environmental factors, that could contribute to the development of cardiovascular diseases in the United Kingdom. For that purpose I used UK Biobank - a large-scale Biomedical Database.

Assignment description

Assignment description

Assignment description

I am focusing on designing and improving the visual and functional aspects of the webpage to enhance user experience. Additionally, I am analyzing webpage statistics to understand user behavior and optimize performance. I am also contributing to the implementation of security measures to ensure the webpage remains protected from potential threats. At the same time, I am studying NGINX to better understand the platform and its functionalities.

Assignment description

I integrated cloud-hosted databases to replace traditional CSV files for managing tabular data. This included developing a web app in R for uploading and visualizing CSV data in the cloud. Additionally, I created an R script to benchmark performance across CSV files, local MySQL, and cloud-hosted MySQL databases.

Assignment description

For my first internship period I collaborated with Carina Lakosil, in refactoring the web page from plain HTML into functional and maintainable code to ensure that it is easy to update for future developers. I have used React with styled components and typescript for best performance.For my second internship period I have worked towards an external partner, updating their web page into a responsive page suitable for both desktop, tablet and mobile view adding layout Changes and features according to a recieved Figma document. This time the work was made in Angular with SCSS and TypeScript.

Assignment description

I took part in the Nightingale Project as a project and technical coordinator and full-stack developer. I contributed to the overall consolidation of the platform, coordinating the restructuring of demo applications, merging and migrating source code, and helping standardize the entire ecosystem. My work spanned across repository management, code integration, and communication with developers and researchers to ensure consistency, clarity, and sustainability. I also contributed to the design and implementation of AuditAI, an interactive dashboard for evaluating the robustness and fairness of cardiovascular prediction models. With a strong focus on maintainability and interoperability, I played a key role in preparing the platform for long-term use and collaborative development.

Assignment description

Contributed to the development of the Echo Explore part of the service

Assignment description

I worked on creating a web application that collects user inputs about their family's history of heart diseases and their lifestyle. The application provides users with a personalized risk assessment for heart diseases. Additionally, I assisted a ukrainian company in improving their website by redesigning and replacing various graphs to enhance user experience. Furthermore, I collaborated with a German company to build a website from scratch, tailored to their specific needs.

Assignment description

I work on Air Pollution measurements, and the association between PM2.5 and cardiovascular diseases.

Assignment description

Assignment description

Assignment description

As a project manager, I coordinated and oversaw multiple teams working on demo projects, ensuring that everyone stayed on schedule and met their deadlines. I monitored progress, resolved issues, and maintained clear communication across groups. I also identified opportunities to improve processes and enhance overall workflow efficiency.

Assignment description

Trying out various clustering methods for tabular data on heart disease to determine groups of people with high (or low) risk of developping a heart diseaseCreate an intuitive user interface for people to use the algorithm and see which group they belong to.

Assignment description

I've converted a part of the showcase website and have made a part of the infrastructure.

Assignment description

Developed a chatbot that answer questions about heart diseases, how to perform CPR, etc.

Assignment description

Previously worked on analyzing the relationship between physical fitness indicators such as BMI and exercise habits with cardiovascular disease risk, and later transitioned to computer vision, where I applied unsupervised clustering techniques to chest X-ray images to identify underlying patterns.

Assignment description

I am working on the segmentation of wounds

Assignment description

I have done two internships here. My first internship: In collaboration with Anna Karlsen, I have been refactoring the web page into functional and maintainable code to ensure that it is easy to update for future developers. I have used React with styled components and typescript for best performance. My second Internship: I have redone the Healthmap from a React project to a Next.js project, and I am developing further functionalities at the Healthmap.project.

Assignment description

French student in master’s degree in international trade

Assignment description

I help maintaining the website and its diffrent services by adding the new features our team created and fixing services that are not currently working properly

Assignment description

Assignment description

Assignment description

Design a web solution that leverages AI to provide valuable insights on improving heart health based on user-defined goals. Utilizing the counterfactuals package in R, a Plumber API has been established to interact with a web application built in React.

Assignment description

Assignment description

Dealing with the entire server-side of EchoExplore plus helping in the frontend.

Assignment description

Administrate Nightingale, Healthview, Healthmap, AWS, Digital Ocean

Assignment description

I identify and fix bugs on the Echo Explore website to ensure smooth functionality and improve the user experience.

Assignment description

intern in market analysis and marketing and I studied at Orléans in International Trade France

Assignment description

As part of a three-month internship in Germany, I designed and built a device that measures air pollution in urban environments. The sensor tracks the level of fine particles (PM2.5 and PM10) in the air, helping to better understand local air quality. Those particles can be very harmful to humans if their levels are high, causing respiratory and cardiovascular problems, making their monitoring essential for public health. The device displays the results in real time and shares the data on an open, global platform called Sensor.Community, which allows anyone to explore pollution levels around the world.

Assignment description

Working on the ECG Prediction AI demo service. My main tasks are to fix bugs and improve the overall stability of the service. I am also focusing on improving the ergonomics and accessibility of the website to provide a better user experience.

Assignment description

Generative AI/ Stable diffusion

Assignment description

I focus on spatial and statistical analyses to explore the distribution and trends of PM2.5 air pollution in Mainz.

Assignment description

Working on comprehensive maps of air pollution data and heart disease with the help of QGIS

Assignment description

Led and designed the cardioCNN service, handling backend development, app design, and the deployment process. I also revamped the showcase website and managed the setup and maintenance of the production server. Additionally, I designed and trained an AI model for chest radiography analysis using NIH datasets.

Assignment description

Working with world map for heart diseases, been working with details with heart diseases in different cities

Assignment description

A student who worked 3 months on the Echo Explore project as part of his internship

Assignment description

I finished my bachelor's in biomedical engineering and now master's student in electronic engineering-Embedded systems. Here in university of Mainz i was working as an R&D for survey related to study of sensors and implementing a software to study heart diseases related to air pollution.

Assignment description

I analyze the relationship between health biomarkers (such as CRP, WBC, LDL, HbA1c, etc.) and air pollution exposure (PM2.5) using data from the UK Biobank, focusing on links to inflammatory risk and cardiovascular disease. My work involves analyzing and cleaning clinical datasets, identifying significant correlations, and detecting health risk patterns.

Assignment description

DevOps Engineer automating CI/CD pipelines and cloud infrastructure and monitoring tools to deliver reliable et scalable applications.

Assignment description

Assignment description

world map for heart-diseases

Assignment description

Pollution Map. We’ve built a pollution map in React that displays PM2.5 levels across all countries worldwide. It includes both annual country averages and data from multiple measurement points within each country. The project integrates both a database and a frontend, and we’ve also implemented a chart for visualizing historical data trends.

Assignment description

I developed a web service focused on CPR, featuring instructional content and an interactive quiz to educate users about life-saving techniques.

Assignment description

Started off by doing the HeartAware risk calculator. After that we made the template for documentation for projects so every document has the same standard. My third project was the overall design for Nightingale. In Figma me and Linda Leminaho created the design profile for the Nightingale project so all pages has the same theme. From there we started creating the new landingpage for the Nightingale project. The components created for the project is reusable so the design is consistent over all projects. We used Next.js, Typescript, Tailwind and a few shadcn/ui components.

Assignment description

Assignment description

PM2.5 and PM10 air quality data analysis from 2 sources: sensor.community; a citizen science sensor website, and Washington University in St.Louis; using their preprocessed satellite derived PM2.5 data. I've used Python to develop scripts to better handle the data and aggregate it into functional datasets. Further using more scripts to return useful data and visual graphs.

Assignment description

Refactoring code and improving UX for the Cardiomegaly CNN demo. Building new landing page for the Nightingale Project.

Assignment description

We are working on Ai whatif to determine risk of heart deseases for users and find alternatives to reduce the risk.

Assignment description

As a project manager, I coordinated and oversaw multiple teams working on demo projects, ensuring that everyone stayed on schedule and met their deadlines. I monitored progress, resolved issues, and maintained clear communication across groups. I also identified opportunities to improve processes and enhance overall workflow efficiency.

Assignment description

I was in charge of finding funding, analyzing the competition on the French market and contacting key players to implement our solution in France. I was also in charge of communication on social networks to promote the project and reinforce its visibility.

Assignment description

I designed and rebuilt the Nightingale Project´s main page to align with JGU´s graphic profile, created a project documentation template, and developed the HeartAware demo

Assignment description

I design and manage cloud-based deployment architectures using AWS services such as EC2, ECS with Fargate, SageMaker, and API Gateway. I implement CI/CD pipelines with GitHub Actions to streamline and automate the release process. I also configure and maintain reverse proxy setups using Apache and NGINX for both static content and routed API traffic. My focus is on building scalable, secure, and cost-effective infrastructure to support modern web applications and data services

Assignment description

Developing predictive models for cardiovascular risk classification based on health behavior data (smoking, alcohol, BMI) using Python and scikit-learn.

Assignment description

I work on the user interface of the website and consult on gamifying the demos to make them fun and engaging thanks to my experience in Game Design.

Assignment description

I participate in the development and enhancement of applications and services. My work involves adding new features, such as LinkedIn post scraping and integrating Umami tracking on the main site. I also focus on improving and fixing services that are not working properly to ensure smooth and efficient operation. In addition, I take on responsibilities as a manager and as the person in charge of organizing and supervising demos.

Assignment description

Assignment description

I work on the 3D body scan research project. My goal is to make the most accurate segmentation possible of a wound on a 3D scan and to evaluate metrics about it like its area, deepness or the amount of necrotic tissues.

Assignment description

I worked on research into music therapy and developed an ia that enables to propose specific music that meets the wishes and needs of patients.

Assignment description

As part of the communication team, my job is to promote the project on social media. The goal being to catch the attention of the public to grow a public image. Since one of the project’s goal is to inform and teach on cardiovascular disease, I do my best to show everyone online our presence and how they should care about their heart.

Assignment description

Assignment description

I worked on creating a web application that collects user inputs about their family's history of heart diseases and their lifestyle. The application provides users with a personalized risk assessment for heart diseases. Additionally, I assisted a ukrainian company in improving their website by redesigning and replacing various graphs to enhance user experience. Furthermore, I collaborated with a German company to build a website from scratch, tailored to their specific needs.

Assignment description

I worked on Image quality assessment on datasets used to train models and I am working on improving echo cardio game by adding features , migrating websites from react to nextjs and deploy the game as one of the demos of nightingale website

Assignment description

Pollution Map. We’ve built a pollution map in React that displays PM2.5 levels across all countries worldwide. It includes both annual country averages and data from multiple measurement points within each country. The project integrates both a database and a frontend, and we’ve also implemented a chart for visualizing historical data trends

Assignment description

The main focus is to identify and assess different benchmarking techniques for explainable AI using case studies. Benchmarking techniques which are already developed will be used for different data i.e tabular and images specifically. Different ML models will be trained and assess how they fair with this benchmarking techniques.

Assignment description

Currently focusing on air pollution modeling (PM2.5) using machine learning and land use regression (LUR) techniques. Responsibilities include data collection, preprocessing, model training, evaluation, and geographic visualization of results.

Assignment description

Assignment description

I am working on the commercial side of the project. Making marketing materials for potential partners and managing our presence on social media,also focusing on finding funding solutions by identifying and reaching out to prospects.

Assignment description

I work on developing and enhancing chatbots, focusing primarily on backend functionality. My tasks include designing intelligent conversational flows, integrating APIs, and ensuring smooth and efficient operation of chatbot services.

Assignment description

I worked with Laravel (php) and Vue.js for building internal apps.

Assignment description

I analyzed medical data with a focus on heart diseases, primarily using factor analysis and causal modeling.

Assignment description

Assignment description

I am working on the DevOps side of managing and deploying several web applications. I handle server administration and set up CI/CD pipelines

Assignment description

I worked on developing an AI text generation model agent, creating the backend infrastructure, designing the user interface. Trained a state-of-the-art language model for natural language generation using diverse datasets.

Assignment description

As a project manager, I coordinated and oversaw multiple teams working on demo projects, ensuring that everyone stayed on schedule and met their deadlines. I monitored progress, resolved issues, and maintained clear communication across groups. I also identified opportunities to improve processes and enhance overall workflow efficiency.

Assignment description

I integrated cloud-hosted databases to replace traditional CSV files for managing tabular data. This included developing a web app in R for uploading and visualizing CSV data in the cloud. Additionally, I created an R script to benchmark performance across CSV files, local MySQL, and cloud-hosted MySQL databases.

Assignment description

I have worked with Lifesaver instructions. I continued work of CRP instruction and added step-to-step instruction for using an automated external defibrillator (AED). For this project I used HTML, CSS, SJ + React.