Mike Bauer | Voxxed Days

Voxxed Days Banff 2019
from Friday 20 September to Saturday 21 September 2019.

Mike Bauer
Mike Bauer
From Arcurve Inc.

Mike is the Chief Technology Officer and a founding partner at Arcurve and is known for combining his technical background with a pragmatic approach. He is an accomplished builder and leader of strong technical teams, relying on his life-long passion for programming combined with a deep knowledge of diverse platforms and systems. Mike holds an M.Sc. degree in Electrical Engineering and a minor degree in Computer Science. He has held executive positions in software product development and software service companies.

See also www.arcurve.com

Data Management for Machine Learning Projects


Machine Learning is a popular topic, with most of the attention rightly focused on algorithms and outcomes. Like all software, a Machine Learning project evolves over time, most typically through refinements as the algorithm outputs (predictions) are evaluated against actual observations. Data management is therefore critical to support a Machine Learning project as it evolves from idea through implementation to production. We will share our "lessons from the trenches" related to data management and Machine Learning.

Incremental Architecture: Striking a Pragmatic Balance


Client requirements drive solution architecture and technology selection. But what happens when the requirements lead to an architecture that would exceed budget to implement and therefore be commercially non-viable? We present a case study where we used an incremental approach to architecture. The approach gave us a short-term architecture that was commercially viable but has intentional aspects that allow it to evolve into our long-term desired architecture.

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