Pump monitoring
Smarter Maintenance Starts Here
Rethink what’s possible with wireless condition monitoring and real-time machine insights—wherever your assets are.
From Sensor to Dashboard. From Clues to Clarity.
Who I Help
Reduce unplanned and planned downtime.
Deploy teams more effectively and efficiently.
Replace guesswork with actionable, real-time asset data.
Factories • OEMs • Service Providers • Facility & Asset Managers • IoT/Embedded Teams
What I Offer
Remote Monitoring, Anywhere
Connect hard-to-reach equipment or distributed field assets. Data goes from the edge to your dashboard—from pipelines to plant rooms.
Live Machine Analytics
Edge or cloud-based anomaly detection, classification, or simple event triggers. Data science support for new pilot concepts.
Embedded IoT Prototyping
Rapid, reliable sensor nodes for new or existing machines using BLE, LTE, or WiFi. Custom firmware (Zephyr, Nordic) and cloud integrations (AWS).
Independent GAP Analysis
Feasibility consulting: honest, technical assessments—where condition monitoring will have impact, and where it won’t.
Not sure if your requirement fits? I work hands-on, with a network of collaborators. Let's talk what you need.
Data Visualization
Dashboards and critical alerts delivered with trusted partners.
Bringing Machines to Life—with Data
About Me
Factories shouldn’t fly blind. Maintenance teams shouldn’t waste their talent on guesswork.
I’m on a mission to bring high-impact, plug-and-play machine insight to every factory—starting with bold pilot projects that turn “what if” into “it works, right now.”
I’m Martin, embedded IoT engineer, data analytics specialist and believer in practical innovation.
My background spans rapid wireless sensor integration, edge analytics with machine learning, and cloud deployment. Early hands-on experience with a maintenance team in a cheese factory showed me how much value is lost to firefighting and manual routines, even by experts.
Now, I partner with manufacturers, service providers, and asset managers to create digital tools that let experts focus on the fixes and improvements that really matter, and let every team work smarter, not harder.
Example Project
A Taste of What's Possible
Home/lab proof-of-concept: Built a real-time, remote washer pump classifier—BLE sensing, edge logic, cloud alerts.
Currently developing: Expanding to sound, temperature, pressure, flow, and other key operational metrics for different industries.
Want to see what we could pilot on your assets? Bring your toughest machine or process, and let’s explore the options together.
Get In Touch
Ready for smarter maintenance?
Curious if condition monitoring is a fit—or just want to brainstorm?
