Johannes Herrmann

Software Freelancer & AI Specialist

AI & Language Models: Building intelligent applications with cutting-edge LLMs

Cloud Architecture: Scalable infrastructures on AWS, Azure & beyond

Full-Stack Development: From user interface to database and everything between

Startup to Enterprise: Tailored solutions for any company size

Johannes Herrmann - Software Freelancer

My Services

Specialized expertise in the most important future technologies. From AI integration to scalable cloud architectures.

AI Development

Development of AI-based applications with state-of-the-art Large Language Models like GPT-4, Claude, and Gemini. From chatbots to complex AI workflows.

Cloud Architecture

Design and implementation of scalable cloud infrastructures with AWS, Azure, and modern DevOps practices. Microservices, Serverless, and container orchestration.

Full-Stack Development

Development of modern web and mobile applications with React, Angular, Node.js, and TypeScript. Responsive design and perfect user experience.

Workshops & Training

From quick wins to strategy – practical AI know-how for your team

AI Low Hanging Fruits

Practical Workshop
1-3 Days

Identify immediately implementable AI applications in your company. Maximum value with minimal effort – no prior knowledge required.

  • Concrete use cases from your daily work
  • Hands-on with real tools
  • Immediately implementable results
Coming Soon

AI as a Tool – Strategy Training

Strategy Workshop
0.5-1 Day

Learn to recognize when AI makes sense and when it doesn't. Develop an intuition for meaningful AI use cases and avoid expensive misinvestments.

  • Decision framework for AI projects
  • Real case examples and lessons learned
  • ROI evaluation of AI initiatives

Project Statistics

Quantified expertise based on real project experience

23

Total Projects

Successfully completed projects

242

Technologies

Different technologies used

18

Companies

Companies worked with

20

Years Experience

Years of professional experience

Core Technology Expertise

TypeScript

8 years

Expert Level

Node.js

6 years

Expert Level

Azure

5 years

Advanced

AI & LLM

5 years

Specialist

Trusted by Leading Companies

Siemens AG
DMG MORI
KUKA AG
Saurer AG
Paessler AG
T3 Software
Sikant GmbH
ChatYourData GmbH

Projects & Experience

A selection of my successful projects from various industries.

Modern Portfolio Website

12 of Spades

Development of a modern, responsive portfolio website showcasing software development expertise and project portfolio. The website serves as a professional platform to present services, projects, and technical capabilities to potential clients and collaborators.

AI-gestützte Programmierung
Mantine
React
TypeScript
CI/CD
Claude Code
Code Quality
Component Architecture
ESLint
Framer Motion
+13 more

AI Playground

ChatYourData GmbH

ChatYourData, an innovative technology company, is collaborating with Kreuz & Partner, an AI consulting firm, to develop cutting-edge AI solutions. Together, we're building a demonstration platform called **"Playground"** that showcases the potential of AI and highlights the services we offer.

AI
AI-gestützte Programmierung
LLM
No Code
Anthropic AI
Black Forest Labs
Claude 3 Haiku
Claude 3.5 Sonnet
Cursor
DALL·E 3
+21 more

AI Workshop for Tax Software

WIADOK GmbH & Co. KG

WIADOK, a company that specializes in providing innovative solutions for businesses, particularly tax advisors, is constantly exploring new ways to improve efficiency and productivity through the use of technology.

AI
LLM
Workshop
Ant Design
Anthropic AI
Black Forest Labs
Claude 3 Haiku
Claude 3.5 Sonnet
DALL·E 3
Elevenlabs
+20 more

AI Business Workshop

ambiFOX GmbH

ambiFOX is a technology company specializing in network operations. They offer a range of services, including network design, implementation, and maintenance. Their goal is to streamline network operations and improve overall IT efficiency.

AI
LLM
Workshop
Anthropic AI
Black Forest Labs
Claude 3 Haiku
Claude 3.5 Sonnet
DALL·E 3
FLUX.1 [dev]
FLUX.1 [pro]
+9 more

AI Food Tracking App

Glückliche Gäste GmbH

Glückliche Gäste GmbH, a company focused on developing innovative food tracking solutions, is working on a new app called "Uninu". They aim to revolutionize the way people track their food intake by leveraging AI to simplify the process.

AI
AI-gestützte Programmierung
AWS
LLM
React Native
AWS API Gateway
AWS AppSync
AWS Cognito
AWS DynamoDB
AWS IAM
+26 more

Sikant Med

Sikant GmbH

Sikant is a healthcare technology company developing software solutions for small and medium-sized operation centers. I contributed to enhancing their software "Sikant Med" by implementing a real-time support chat feature and developing comprehensive end-to-end tests.

E2E Tests
NextJS
Websocket
Ant Design
Cypress
Express
Google Cloud Vision
ImapFlow
Microsoft Authentication Library
Narwhal
+6 more

AI Construction Tender Scraper

Drawag AG

Drawag AG, a company focused on construction and engineering, was facing a significant challenge: a significant portion of an employee's time was spent manually searching through various portals to identify potential building projects that aligned with their expertise. The goal was to efficiently identify projects that included specific construction trades where Drawag could offer their services as a subcontractor.

AI
AI-gestützte Programmierung
LLM
Web Scraper
Anthropic AI
Cursor
Google Generative AI
LangChain
NextJS
Nodemailer
+10 more

Smart Factory App Store

DMG Mori Software Solution

The project centered on developing an industry-specific app store for Industrial PCs (IPCs) within machines manufactured by our customer. A significant aspect was the launch of the initial app—Celos Tech Calculator—a specialized tool designed for performing machine-specific calculations, aimed at enhancing operational efficiency and functionality.

Custom App Store
Docker
API-based Integration
Authentication / Authorization
CI/CD
Cloud-Based Platform
RESTful
React
Security

TULIP No-Code Integration

DMG Mori Software Solution

The project successfully integrated the TULIP no-code platform with the Celos X machine software, creating a seamless, API-based bi-directional data flow. This integration enhanced Celos X by enabling real-time data exchange and improving functionality through TULIP's no-code capabilities.

Angular
Azure API Management
Typescript
API-based Integration
Authentication / Authorization
Bi-Directional Data Flow
Enterprise Compliance
No-Code
Real-Time Data Exchange
Scalability

ISTOS Integration Platform

DMG Mori Software Solution

The project integrated the ISTOS production planning system by connecting cloud frontends and on-premise machines to a cloud-based platform. This integration facilitated seamless communication and coordination between different components, enhancing production planning efficiency.

Azure API Management
Azure CosmosDB
Kafka
Authentication / Authorization
Azure Functions
Cloud-Based Platform
Microservices
On-Premise Machines
Production Planning System
Terraform

PAYZR - Pay-per-Use Billing System

DMG Mori Software Solution

This project aimed to develop an advanced headless machine for managing cloud data flow, addressing requirements like fraud detection, remote deactivation, enterprise regulation compliance, and billing integration with external systems. The solution emphasized high security standards, including Write Once Read Many (WORM) storage and stream validation, while enabling a pay-per-use model for end users.

Azure IoT Edge
Azure Stream Analytics
Azure DevOps
Azure Functions
Azure data explorer
Message Routing
Multi Tenancy
OPC-UA
Provisioning
TPM

Celos X Digital Ecosystem

DMG Mori Software Solution

DMG Mori's award-winning **"Celos X"** project revolutionizes data exchange for high-end tool machines. This innovative platform seamlessly integrates edge computing with the **Microsoft Azure cloud**, enabling powerful data analysis and machine optimization. Recognized by Microsoft with the *2021 "Intelligent Manufacturing Award"* in the "Envision" category, Celos X paves the way for smarter factories.

Angular
Azure
IoT
Microservices
Node.js
3D isometric drawing
Angular Flex Layout
Angular Material
Azure API Management
Azure DevOps
+35 more

Exploring AI Automation

Open Tinkering

Open Tinkering isn't your average tech group. Fueled by a shared passion for exploration, this collective dives headfirst into the ever-evolving world of AI and LLMs (Large Language Models). Their sights are set on harnessing the potential of automation to create user-friendly tools.

AI
GPT4
LangChain
LangGraph
Azure
ChatBot
Gemini
Google
OpenAI
Prompt engineering
+1 more

Prozessdigitalisierung

Kranz IT-Systemhaus GmbH

Despite readily available software for business process digitization, IT system house Kranz sought a bespoke solution. Their priority: minimalism and user-friendliness to minimize the learning curve.

Angular
Azure
Node.js
Terraform
Typescript
crypto
nodemailer
tslint

DIY IoT Hardware Project

Open Tinkering

A passionate group known as "Open Tinkering" is diving into the world of next-generation Internet of Things (IoT) hardware. Their focus is on creating open-source components specifically designed for advanced users. This means complete control - users can customize functionalities, flash custom firmware, and truly explore the potential of their creations.

Hardware
IoT
Open Source
3D Printing
AWS
Angular
Arduino
C
C++
ESP32
+4 more

Minerva Micro Mobile App

T3 GmbH / Siemens AG - Digital Industries - Factory Automation

The factory automation department of Siemens Digital Industries is providing an online portal, where users can download all kinds of documentation as PDFs. Also they provide a DVD with all the documentation on it, that is being shipped with their products.

Angular
Full text search
Node.js
Plain Html
axios
csv
format transformation
jasmine
jest
lunr
+4 more

Test Coverage Enhancement

Finanz Informatik Technologie Service GmbH & Co. KG

The FITS is running an portal, to allow there employees to manage all their internal accounts for all kinds of different system. This Portal is via API connected to the MFA infrastructure, that is using keychain hardware tokens.

C#
Integration Tests
Mocking
Unit Tests
MFA
MSTest
Mitmproxy
Proxy
Selenium
WebDriver

OSRAM Lightelligence App

Osram GmbH

Osram was creating a new cloud portal called "Lightelligence". The services that are provided by the portal are split into three groups. The "Core Services" are being used by everybody and provide the very basics for every user. Osram had own internal scrum teams, that created the core services. The "Domain Services" are the next layer of features, that are useful for every user, but not mandatory for the use of the portal. Users can book the domain services separately as plugins for their lightelligence account. Every domain service contains a set of backend services and a frontend. Osram hired external teams, to develop the domain services.

Azure
Docker
Microservices
Node.js
Apollo
Azure Blob Storage
Confluence
Cypress
Git
GitFlow
+26 more

Telent IoT Portal Modernization

Telent GmbH

Telent GmbH is selling hardware devices like sensors for almost anything arround "smart buildings". They are also providing a paid service portal that provides the information of the devices in different "apps". As the portal was growing and it got foreseeable that the existing architecture would get some bottlenecks soon, Telent decided to overhaul big parts of their architecture. To get a clean start with some new technologies, they hired some consultants like me to help and teach.

Azure
Microservices
Node.js
kubernetes
Azure functions
Chai
Confluence
CosmosDB
Docker
Git
+16 more

Smart Factory Microservices

Saurer AG

I have worked in a team that designed and developed a set of microservices and an Angular 7 frontend called "smart factory app", that is now running in the factory in China. My job was to develop a set of Node.js microservices that provide RESTful APIs. The data is being stored in a mongodb and accessed through an additional layer that is like a lightweight version of Eclipse Ditto. I dockerized the services, deployed them to kubernetes and provided a description with swagger. For quality assurance I wrote a set of test cases with Chai and Mocha and I also used Dredd to automatically test the API against the swagger description. In addition to the functional tests we use static code analysis with SonarQube.

Docker
Microservices
Node.js
kubernetes
AWS
Apollo
Artifactory
Azure
Chai
Confluence
+27 more

.NET Knowledge Portal

T3 GmbH / KUKA AG

T3 is developing two software products. There is the Knowledge Manager, a smart search engine for modular bits of information. The engine is based on information that are well structured and maintained and contain a lot of meta information. The second product is the Learning Content Manager an AngularJS tool that is used to provide eLearning content to the users.

C#
Process Development
dotNet
AngularJS
Chai
Git
GitFlow
GitLab
Jasmine
Karma
+8 more

Formula Editor & Library

OMNINET GmbH

OMNINET GmbH is developing a business process software called OMNITRACKER. The OMNITRACKER is pretty close to an object oriented programming framework that can be used to model business processes. The backend is written in C++ and the frontend is written in C# and WPF.

C#
dotNet
C++
IronPython
MSTest
Python
ReSharper
TFS
VBScript
WCF
+1 more

Custom Sensor Development

Paessler AG

The Paessler AG is developing a network monitoring solution called PRTG. It has got a central server and one or more probes that collect data from the target systems. On every probe there is a tree struture that contains folders that contain other folders or devices. Every device can contain a list of sensors that provide the actual meassurements.

C#
dotNet
C++
Delphi
Git
GitLab
HTTP
NetFlow
OpenSSL
PerfMon
+9 more

Showing 23 of 23 projects

About Me

Software Freelancer with a passion for innovative AI solutions and modern web technologies.

As an experienced Software Freelancer focusing on AI/LLM Development and modern web technologies, I help companies develop and implement innovative digital solutions.

My expertise lies in developing AI-based applications, implementing cloud architectures, and creating scalable full-stack web applications. I place special emphasis on user-friendly interfaces and performant backend systems.

For me, AI is a tool – not a cure-all. I help companies understand where AI delivers real value and where classic software development is the better choice. This pragmatic approach ensures measurable results instead of expensive experiments.

In my career, I have already worked for renowned companies like DMG Mori, successfully implementing complex SharePoint migration, intranet modernization, and business process automation projects.

Highlights

  • Over 17 years of experience in software development

  • Specialist in AI/LLM integration and prompt engineering

  • Successfully completed projects for companies like DMG Mori

  • Expertise in modern web technologies and cloud architectures

  • Focus on user-friendly and scalable solutions

Technical Expertise

AI & LLM

LLMs (GPT, Claude, Gemini)

LangChain

Audio Stream Processing

Video Generation

Neural Network Training

Prompt Engineering

Frontend

React

TypeScript

Next.js

Angular

Material UI

Responsive Design

Backend

Node.js

Python

FastAPI

PostgreSQL

Prisma

REST APIs

Cloud & DevOps

AWS

Azure

Docker

Kubernetes

Kafka & MQTT

CI/CD

Quality Assurance

Unit Tests

E2E Tests

Integration Tests

Quality Gates

Clean Code

Static Code Analysis

Training & Workshops

AI Workshop: Low Hanging Fruits

Workshop Delivery

Technical Training

Team Mentoring

Presentations

Knowledge Transfer

Contact

Ready for your next project? Let's discuss your requirements and develop innovative solutions together.

#GernePerDu - I prefer working on equal footing and look forward to uncomplicated collaboration!

Johannes Herrmann - 12 of Spades • Feldweiher 9, 91085 Weisendorf (Buch) • Umsatzsteuer-ID: DE323916092