Boost your lab's value
Become the best at solving your no. 1 problem
From data to value
How do you want to grow?
Focus
Make decisions based on data.
Go for excellent execution. Always know how you are doing. Shorten your experiment cycles. Improve decision making.
This helps your team to focus on hard problems, unlock creativity and team play.
Innovate
Be different and be first.
With machine learning you can do so much more with data. Develop data intense sensors. Infer based on thousands of weak signals. Or skip the next 5 experiments.
Design products that were not possible before. Develop new business models and partnerships around data. Sell based on detailed product and market data.
Building blocks
Technical components of a data driven lab
Introduce metrics
Use metrics to track experiments, hit rate, information gain.
Optimize sensors
Get more data out of your sensors and equipment.
Optimize experiments
Use machine learning to shorten the experiment cycle.
Train models
Create models that push the boundaries of your domain.
Become data driven
Change DNA of your lab.
1
Identify opportunities
Challenges? Your team knows best. Let's get it out! A workshop is a great format.
Opportunities ? We show you how competitors and other industries thrive on data.
Tip: Envisioning has a profound impact on individual performance. Involve your team early on.
2
Collect data
Data can help realize your vision.
Products, sensors, or experiments may be adapted to get the data you need. Most clients collect significantly more data within one or two months.
Tip: involve your team. What data can be collected? How large is the effort and what will we gain?
3
Extract insights
Insights drive your decisions; daily and in the moments that matter most.
Develop models, visualizations, metrics so that you can share and learn.
Tip: Keep it simple. Keep your business people, scientists and engineers in control.
Services
We enable your team to do great work
Data strategy workshops and trainings
Design of data intense sensors and experiments
Experimental design and experiment planning
Analysis and dashboard development
Machine learning development and trainings
Bayesian statistics and causal inference
Linux, R, Matlab, and Python project scaffolding
About
Sjoerd de Haan, Ph.D.
Machine Learning Scientist
How can we become beter at solving our no. 1 problem?
That is the question I love to ask repeatedly.
I don't have the answer, but together we can get there.
What I do is to facilitate.
That can be help with making plans, organizing workshops, building models, or do research.
I create boundary conditions that empower the team to do their best work.
For some teams I design complete new deep learning architectures;
If that is the one thing they need to get ahead.
Next, I will teach members how to train the model on new data;
enabling them to own the process.
For other teams I build quick prototypes with existing models.
Often the goal is to inspire, to envision and to improve communication.
This work is good if it makes people in different departments talk and collaborate.
I also train team members to develop their roles further.
Sometimes this is a simple as referring them to an online course.
Often I spend time with engineers and scientist to improve experiments, or sensors.
Or I spend time with the lead scientist or engineer to plan the rollout of a new project.
For 15 years I have been combining science, mathematics, programming, and teamwork.
I worked on hard science and engineering problems;
Delving into connections between science, information theory, machine learning, and deep learning.
Under some conditions, teams solve the most challenging problems faster, with more creativity and with more fun.
That is the state that I like to create most.
I have a wide interest for biology, physics, chemistry, engineering, business and teamwork.
I am happy to learn from you and share.
Please drop me a line!
How about your lab?
We love to hear what you are working on. We are always happy to chat and exchange ideas.
Address
Turnerstraat 27D
1076VC Amsterdam
Contact info
hello@datadrivenlabconsulting.com
