A boutique of tailor-made data science solutions
Data science can provide value to every business, but competent data scientists are rare. We make state-of-the-art research available to anyone.
Empower businesses of any size with a rigorous and effective approach to Data Science.
- - Interactive Dashboards
- - Machine Learning with structured data
- - Time series forecasting
- - Data analysis & Data exploration
- - Optimization
- - Data engineering
We do not do
- - Dashboards on Qlik, Power BI, Tableau
- - ETLs with products (e.g. Talend, SSIS)
- - Computer vision
- - Natural Language Processing
= Our favourite technologies =
data science is not easy, incompetence is expensive. We value quality at every step, from literature review to production deployment.
data science is… science. Blind experiments do not provide insight and business value. Following a rigorous method does.
data science is evolving fast. We review scientific literature before any project, and work with universities to connect research and application.
This picture is just a model. Wrong, yet useful.
A synthesis between our experience, CRISP-DM and Microsoft TSDP.
Formally state the problem, choosing suitable evaluation metrics. Review literature for state of the art solutions.
Let's work together
- - are expert in your business domain
- - set goals and constraints
- - provide constant feedback
- - are an active member of the team
- - are experts in Data Science
- - propose a way to reach the goals
- - periodically share with you insights, results, issues
- - help you interpret the findings of our analysis and get value from the results of our models
Different approaches for different needs
- Prerequisites: a problem to solve with data.
- Sometimes final goal and required data are not known in advance. We can help you with that.
- We will plan together iterations, each having an agreed scope and duration. At the end of an iteration we decide together whether the final goal is reached and whether it is worth continuing or not.
- Prerequisites: clear scope, goal, and data.
- After a preliminary study, scope of work, economic budget, and plan are agreed.
- Still, we will work side by side with you throughout the whole project.
- What if new requirements emerge? If budget and plan do not change, they are accepted in the scope. Otherwise, new budget and plan are discussed.