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
Till Bethge

Predictive LLMs: Can GPT-3.5 enhance XGBoost predicitions?

Blog
Mira CĂ©line Klein & Sarah Wagner

Business Case: ESG Reporting Platform

Blog
Sarah Wagner

Demystifying Encoding in MariaDB/MySQL: Tips to prevent Data Nightmares

Blog
Sarah Wagner

Business Case: Real-time fraud detection platform

Selected Customers and Partners