Data projects and web applications with artificial intelligence
You have an idea how your data can generate new added value and need a web application as a proof of concept for the board? Whether it's an analysis of your tabular data, forecasts based on geodata, or image recognition with machine learning methods, tell me about your project. Here are some of the data projects I realized:
Place2Charge ist eine Software zur Planung von öffentlicher Ladeinfrastruktur für Elektroautos.
Services:
- Cloud-Anwendung auf AWS mit Python
- KI-Prognosen auf Millionen von Geodaten, Routenberechnungen uvm.
- Automated generation of Power Point presentations and PDFs
- Translation of all content into German and English
- Software license purchase with payment processing (PayPal, credit card)
- Automated appointment booking with Calendly
- Customized customer login area
- Support chat with direct notification to employees
- Konzept und Gestaltung der Webseite
- Responsive Webdesign
- Creation of the company logo and other graphics
- Customer Acquisition & Customer Support
The web application can receive any number of images and automatically crop them into defined image ratios so that no part of a cargo bike is cut off. The finished photos are used for optimal display in a cargo bike catalog.
Services:
- Automated processing of any number of image data
- Optimal cropping of images using machine learning detection of relevant objects
- Web application with user interface and explanations for employees
- Employee login
- Responsive Webdesign
1. Requirements analysis
Together with all project participants, I lead a workshop in which we identify the problems and needs. In doing so, we ask ourselves questions such as: What is the project's business model? What are the needs of each project participant? In the next step, we develop an initial target for a technical solution that best meets the needs.
2. Agile implementation
In regular consultations with you or your team, you can see the progress of the technical solution. During implementation, changes and feedback can be collected and discussed on the whiteboard.
3. Documentation & Handover
Once the web application is up and running and the goals have been met, you will receive the software and documentation.
Automate processes or explore new business models
By automating recurring tasks that follow a specific pattern, you give yourself and your team more time to focus on your core business.
Competence: Geographical data
Through several years of experience at ChargingMobility.com, I was able to acquire many best practices for processing geospatial data.
Multilingualistic
I am experienced working in international teams in English and German.
Competence: Image data
In several projects I was able to acquire expertise in image recognition methods - from the recognition of breast pockets on fashion items, perspectives of products, to automated image processing steps.
Tech-Stack
AWS, Elastic Beanstalk, Python, Django, Geopandas, Pandas, Keras, Flask, Cloud-Hosting, JavaScript, HTML & CSS, SQL, PostgreSQL, MySQL
Trained in design thinking and product ownership
I am also happy to support your project professionally with a Design Thinking workshop or act as a Scrum Product Owner.
Compentence: Neural Networks
Already during my studies in my thesis I focused on solving practical problems with artificial neural networks and image recognition.
Complement your web application with a website presence and an explainer video
Use a website and an explanatory video to convince your board or potential customers of your project. Everything coordinated from a single source, for consistent communication.