Predictive Analytics - Software - Operations

Full Stack Data Science

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We believe in advancing businesses and people through data.

Data Science Packages

Choose from one of our service packages based on your needs and requirements.

~20% of our work

Proof of Concept (PoC)

We build the prototype for a predictive model to showcase feasibility and leverage.

  • Data validation & analysis
  • Reusable code
  • Assessment of leverage
  • Technology recommendations
  • Roadmap to production
~40% of our work

MVPs and Data Products

We bring data products and ML prototypes into production and beyond.

  • Development
  • Quality assurance
  • MLOps
  • Operations
  • Support & SLA
~40% of our work

Legacy to Gold Standard

We bring your aged code back to maintainability and adapt it to the latest standards.

  • Refactoring, elimination of technical debt
  • Scaling and modularization
  • Cloud Migration
  • Expansion of Features
  • Cooperation or project handover

Capability Portfolio

Over 10 years in the data science industry have given us a lot of experience. These skills and services are at your disposal.

Predictive Analytics

Tailored predictive solutions are our core business.

  • Machine Learning and Explainable AI
  • Statistics
  • Supervised and Unsupervised Learning
  • Regression and Classification
  • Gradient Boosting
  • Natural Language Processing
  • Survival and Time to Event Analysis
  • Bayesian Statistics
  • Mixed Effects Models
  • Multivariate Analysis
  • Large Language Models

Software

We build data products and everything to support them.

  • R
  • Python
  • ETLs
  • Dashboards (Shiny / Redash / Vue.js)
  • APIs
  • Relational Databases
  • Automated Reporting
  • Data Visualisation
  • Monitoring
  • Data Warehouses / Lakes
  • Data Analytics

Operations

We bring data science projects into production and keep them running.

  • Cloud Services / SaaS
  • Infrastructure
  • Docker
  • Microservices
  • CI / CD
  • Kubernetes
  • DevOps / MLOps
  • Data Platform
  • Serverless
  • AWS / Azure / Hetzner
  • SLA
  • Monitoring
  • CUDA / GPU

Featured Posts

Have a look at our latest podcast episodes, blog posts and side projects.

Blog
Sarah Wagner

XGBoost vs. LLMs for Predictive Analytics

Blog
Mira Céline Klein

Optimization of Signal Detection Using Machine Learning

Blog
Till Bethge

Predictive LLMs: Can GPT-3.5 enhance XGBoost predicitions?

Blog
Mira Céline Klein & Sarah Wagner

Business Case: ESG Reporting Platform

Selected Customers and Partners