Algorithmus Schmiede GmbH

Name: Algorithmus Schmiede GmbH
Telephone: +491781483264
Price range: 100 € - 149 €

Data Science | Numerik | Physik

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Profile Overview

Minimum Budget: > €10,000
Hour Rate: €100 - €149
Company Size: 2-10
Founding Year: 2018
Case Studies: 3
Spoken Languages: Deutsch (German), English (English)

About Algorithmus Schmiede GmbH

The Algorithm Forge takes on research and development tasks in the fields of data science, data analysis, mathematics and physics. Our employees hold doctorates in natural sciences.

Our focus is on the reliability and accuracy of the algorithms we develop. Our customers mainly come from the industrial environment, where incorrect forecasts can lead to downtimes or even recalls.

The following are some specific services:

Software development in the field of AI / artificial intelligence
Algorithm development: e.g. Monte Carlo, image processing, mathematical optimization
Development of industrial software
Lectures / keynotes on the topic AI / artificial intelligence / AI / artificial intelligence: Both on the basics of AI and on practical use cases in an industrial context
Programming in Python, C, C++ / Cpp / C Plus Plus, Fortran, Mathematica
Natural Language Processing / language processing: use of Large Language Models (LLM) such as ChatGPT and development of complex tasks in the field of language processing: e. g.e.g. categorizing documents, extracting information from continuous text
Mathematical optimization problems: solving with methods of varying complexity from linear optimization to individual algorithms, e.g. https://www.algorithmus-schmiede.de/komplexe-optimierungsaufgaben/

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Services

Artificial Intelligence

Machine Learning 40%
Image Processing 30%
Speech & Text Processing 15%
Modeling Based on Entropy Force 10%
Pattern Analysis 5%

Programming & Scripting

Python 70%
C Plus Plus (C++) 20%
C 5%
Other 5%

Consulting

Project Management 85%
Digital Strategy 5%
Digital Transformation 5%
IT Strategy 5%

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Portfolio

Key Clients

Heidelberger Druckmaschinen AG
Soniverse Softwareentwicklung
T-Systems International GmbH

Downloads

Anwendungen Industrie PDF

Projects

Algorithmus Schmiede GmbH Project - Automatic planning of building plots

Artificial Intelligence Automatic planning of building plots

Algorithmus Schmiede GmbH Project - Development of control algorithms for printing machines

Artificial Intelligence Development of control algorithms for printing machines

Algorithmus Schmiede GmbH Project - Structure Testing Framework

Artificial Intelligence Structure Testing Framework

Automatic planning of building plots

Case Study by Algorithmus Schmiede GmbH

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Client Soniverse Softwareentwicklung GmbH

Industry Architecture and Construction

Project Start March 2022

Project End July 2022

Expertise Artificial Intelligence

Focus Areas Modeling using the entropy force

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Description

Are you faced with a highly complex optimization problem? A problem that changes depending on the situation. At the same time, you are already lacking the approach to find generally valid solutions?

Challenge

For example: Optimal number of machines and models in the production plant Correct prioritization of orders depending on work steps, urgency and synergies Optimal arrangement of transport networks and storage capacities for all future market developments

Solution

We structure your problem and make simplifications in the right places that do not impair the quality of the solution, but at the same time reduce complexity. During implementation, we draw on powerful optimization libraries and develop individual modules for your problem.

Results

At the end, you receive reliable and practical solutions:

Increased throughput
Resilience against unfavorable constellations
More planning security

Project description: https://www.algorithmus-schmiede.de/komplexe-optimierungsaufgaben/

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Further case studies of the provider

Development of control algorithms for printing machines

Team

Dr. Markus Dutschke:

Data scientist and algorithm developer
Owner, self-employed since Sept. 2018
Algorithm developer
PhD in theoretical physics
Python, C++, Fortran
Monte Carlo simulations, reinforcement learning, numerics, software architecture
PhD: Algorithm for increasing the accuracy of ACAR experiments
Master's thesis: Monte Carlo (Metropolis Hastings) simulation of electrons in the crystal lattice
Bachelor's thesis: Parameter optimization of quantum mechanical switching processes

Dr. Marc Alexander

Data Scientist and Algorithm Developer
Permanent employee since Aug. 2021
PhD in theoretical physics Python, C++, Mathematica
Computer vision: Template matching, differential equations, C++-Python interfaces
PhD: Simulation of quantum mechanical many-body systems
Master thesis: Numerical analysis of wave functions
Bachelor thesis: Numerical solution of differential equation systems

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Locations

Erlangen

Tennenloher Str. 57 91058 Erlangen (DE) +491781483264

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