Rasmus Risse

Full Stack Developer & AI Workflow Specialist
Rasmus Risse
From backend architectures to AI-powered workflows - Full Stack development meets intelligent automation
Combines robust software development with modern automation solutions for efficient business processes

Highlighted Projects

Summary

With a Master's degree in Applied Computer Science with a focus on Neuroinformatics from Ruhr-University Bochum, I have acquired comprehensive skills in software development, process digitization, project management, and customer communication. My technical strengths lie in .NET/C#, C/C++, and JavaScript/TypeScript, with a successful track record of implementing long-term projects at a professional level.

In addition to classic Full Stack development, I bring additional expertise in AI-driven process automation. Through my several years of experience in artificial intelligence and IT security, I can both develop traditional software solutions and seamlessly integrate modern automation and machine learning into existing systems. This combination enables me to respond flexibly to different project requirements.

Despite my technical focus, I enjoy working closely with people - whether in on-site customer meetings or when creating requirement analyses and diagrams.

Industry knowledge

  • AI automation
  • Energy sector
  • Medical Industry
  • Custom Software
  • E-Commerce
  • Research and Development
  • Food and Nutrition Industry
  • Public Sector

Technical skills

Programming Languages

C#
Javascript
Python
TypeScript

Web development

Angular
NPM

Database Technologies

MongoDB
MySQL
PostgreSQL

DevOps

Atlassian JIRA
Azure DevOps
Git
GitHub

Backend Development

.NET
Node.JS

Cloud Services

Amazon S3
Azure AD
Google Cloud Run

Cloud Provider

Google Cloud Platform GCP

Architectural Patterns

Microservices

AI Integration & Automation

n8n
RAG (Retrieval-Augmented Generation)

Protocol Development

Model Context Protocol (MCP)

Expertise

Advanced English language skills

Experience in using UML and BPMN

Experience with relational and non-relational databases

Sound knowledge of concepts and methods in software engineering

Advanced proficiency in Artificial Intelligence / Neural Networks / Evolutionary Algorithms / Machine Learning

Proficient knowledge in the field of digital (medical) image processing

Experience in leading a team

Practical experience in developing and integrating AI-powered automation solutions

Project overview

June 2025 - Today

Intelligent Workflow Automation with AI Integration

AI Integration

AI integration and automation for existing business processes. Development of intelligent workflow solutions using n8n, TypeScript, and Node.js that connect systems and services. Integration of AI models like Anthropic Claude via APIs with RAG (Retrieval-Augmented Generation) and MCP (Model Context Protocol) to create context-aware automation that makes intelligent decisions, processes natural language, and adapts dynamically to requirements. Focus on scalable, maintainable solutions that save time and enable teams to focus on high-value work.

Anthropic Claude
n8n
RAG (Retrieval-Augmented Generation)
Model Context Protocol (MCP)
TypeScript
API Integration
Node.JS
August 2020 - Today

Modernization and Enhancement of a Gas Portfolio Management System for Long-Term Trading

Business Consulting for one of the largest german energy suppliers

Modernization and enhancement of the existing application. Key focus areas include improving application stability and increasing the speed at which updates are implemented.

C#
MongoDB
MSSQL
.NET
AG Grid
NgRx
Azure AD
Kubernetes
Azure DevOps
Git
February 2020 - Today

Development of a statistical modeling tool tailored for healthcare applications

Business Consulting for Healthcare Services Startup

As the Lead Developer at UroStatistix, I spearheaded the development of a software solution for managing microbiological urine tests. I oversaw the entire development process, from conception to implementation, ensuring that the platform adhered to rigorous EUCAST standards. By integrating advanced statistical features, our software enabled users to efficiently capture, document, and analyze data. My objective was to create a user-friendly solution that streamlines workflows in urological practices while enhancing the quality of patient care.

MongoDB
Express
Node.JS
Angular
NPM
Azure Cloud
Google Cloud Run
Azure DevOps
Git
December 2014 - December 2018

Development of an ID Authentication Software

Business Consulting

Development of an analysis tool for examining passports and identity cards according to ICAO standards. Implementation at various airports and personal demonstration at the EU Conference at the Joint Research Centre in Ispra on the topic of counterfeit security.

C / C++
Java
November 2021 - Today

E-Commerce Transformation: 2M+ Products with Angular PWA & Enterprise Backend

Brand development for Geschenkzeitung.de

My tasks included conceptualizing the software architecture, integrating external APIs, developing the backend using Node.js with TypeScript and Express, and implementing MongoDB for data management.

TypeScript
MongoDB
Node.JS
Angular
RxJS
April 2012 - June 2013

Ultrasound-assisted Perfusion Model Approximation for Cerebral Tumor Detection using Evolutionary Algorithms

Science & Research

A software has been developed that is capable of training a model from a given video of a brain with a tumor, enhanced with contrast-enhanced ultrasound. This model should be able to recognize the location of the tumor, with particular emphasis on the temporal aspect being crucial.

C / C++
September 2021 - July 2022

Brand and product development of digital food startup

Brand development for IDENTIC GROUP

Development of a microservice backend and an Angular frontend for a regional online shop, including merchandise management system and scalable hosting in the Google Cloud.

TypeScript
MongoDB
Express
Node.JS
Angular
NgRx
RxJS
Azure DevOps
January 2016 - August 2016

Software Development for Secure ICAO-Compliant ID Smartcards

Business Consulting

Development of a software solution for end users to read ID cards, taking into account specific government requirements, including subsequent on-site maintenance.

January 2019 - December 2019

Development of an ERP Solution for Enhanced Operations

Business Consulting

Lead software developer for the entire application including workshops in China to demonstrate the technologies.

C#
MSSQL
August 2023 - Today

Migration and Enhancement of Profit-Optimized Gas Storage Platform

Business Consulting for one of the largest german energy suppliers

Modernization of user interfaces in line with corporate identity, adjustment and migration of data models, and upgrade of the backend to the latest .NET version. Implementation of comprehensive tests, use of Terraform for automated deployments, and securing of interfaces with Entra ID. Extension with new features, consolidation of technologies, and integration of scalability options.

English
C#
Terraform
TypeScript
MongoDB
.NET
AG Grid
Angular
NgRx
NPM
RxJS
Amazon AWS
Amazon S3
Azure Cloud
Docker
Entra ID
Azure DevOps