I’m a PhD scientist with 10 years of software development and machine learning experience -- both as a researcher (see my recent ICML paper) and practitioner. I also have team lead and management experience. Considerable background in: chemistry, bioinformatics, explainable AI, graph neural networks, computer vision, backend development. Startup as well as enterprise (Intel, Bayer) experience.
I’m a PhD scientist with 10 years of software development and machine learning experience -- both as a researcher (see my recent ICML paper) and practitioner. I also have team lead and management experience. Considerable background in: chemistry, bioinformatics, explainable AI, graph neural networks, computer vision, backend development. Startup as well as enterprise (Intel, Bayer) experience.
I’m a PhD-trained scientist with 10 years of software development and machine learning experience.
Considerable background in: chemistry, bioinformatics, explainable AI, graph neural networks, computer vision, backend development, management.
I’m a PhD-trained scientist with 10 years of software development and machine learning experience.
Considerable background in: chemistry, bioinformatics, explainable AI, graph neural networks, computer vision, backend development, management.
I also developed a service based on the Goldberg paper in the mid 2010s. We flattened and discretized the signature to make it searchable which gave us pretty good results: https://github.com/ProvenanceLabs/image-match
Sorry I haven’t maintained the project in years so it’s unlikely to work out of the box. But who knows, maybe you’ll find something useful here for your project!
The insertion rates were based on the elasticsearch backend, with multiple shards/nodes (using the already flattened image signatures). Don't remember specifics unfortunately. I never tried it with more than 5 lightness buckets, sorry!
corrux | Munich, Germany | ONSITE | INTERN | https://corrux.io/https://corrux.io/careers Work and grow in an environment driven by ownership, execution and innovation! corrux is a young startup serving the complex digitalization needs of users in the civil construction space. We specialize in analytics and failure prediction for heavy civil equipment, from excavators to tunnel borers.
We connect custom hardware to construction assets and ingest data in real-time, displaying it alongside data from OEM-provided APIs to give the site manager a fleet-wide OEM-agnostic overview of their fleet.
corrux | Munich, Germany | ONSITE | INTERN | https://corrux.io/https://corrux.io/careers
Work and grow in an environment driven by ownership, execution and innovation! corrux is a young startup serving the complex digitalization needs of users in the civil construction space. We specialize in analytics and failure prediction for heavy civil equipment, from excavators to tunnel borers.
We connect custom hardware to construction assets and ingest data in real-time, displaying it alongside data from OEM-provided APIs to give the site manager a fleet-wide OEM-agnostic overview of their fleet.
Work and grow in an environment driven by ownership, execution and innovation! corrux is a young startup serving the complex digitalization needs of users in the civil construction space. We specialize in analytics and failure prediction for heavy civil equipment, from excavators to tunnel borers.
We connect custom hardware to construction assets and ingest data in real-time, displaying it alongside data from OEM-provided APIs to give the site manager a fleet-wide OEM-agnostic overview of their fleet.
Work and grow in an environment driven by ownership, execution and innovation! corrux is a young startup serving the complex digitalization needs of users in the civil construction space. We specialize in analytics and failure prediction for heavy civil equipment, from excavators to tunnel borers.
We connect custom hardware to construction assets and ingest data in real-time, displaying it alongside data from OEM-provided APIs to give the site manager a fleet-wide OEM-agnostic overview of their fleet.
We're currently hiring the following full-time positions:
- Backend Python/Devops developer (mid to senior level)
- Data Analyst (junior to mid level)
And the following intern or working student positions:
Work and grow in an environment driven by ownership, execution and innovation! corrux is a young startup serving the complex digitalization needs of users in the civil construction space. We specialize in analytics and failure prediction for heavy civil equipment (think railroad track laying machines or tunnel borers).
Disrupt the construction industry with us. We completed our seed round early this year[1] and are busy onboarding new customers!
-Customer Solution Engineer
In this role you will be instrumental in defining how our construction analytics platform is built. Through interaction with customers, you’ll discover common usage patterns and feature desires and help us translate them into concrete tasks for our engineering team. You are observant, patient, and organized, and can manage customer expectations while recommending which tasks we should spend engineering effort on.
You should have some experience in technical sales, support, or product development. Fluency in both English and German is required.
Only available for part-time or contract roles.
Links to publications, talks, and open source projects: https://henders.one