We use open algorithm design techniques to develop deployable probability models for a variety of use cases.
Using a combination of text parsing and network analysis we can construct identity consolidation functions.
Using classical and modern techniques we can create segmentation groups based on a variety of customer dimensions.
Using recently published research we can develop AI subject specific functions and deploy in lightweight environments.
models — supervised models and deep learning approaches for regression and categorical predictions.
machine learning research — natural language processing, deep learning and interactive algorithm driven ai.
segmentation — customer investigation, understanding and storytelling.
economics — industry and country investigation. customised insight report generation.
data matching — customer identity consolidation, single customer view matching and processing.
infrastructure — deployable model serving tools (AWS or on-site) and open source analytics tool stack.
consumer — we extract data from hundreds of systems to build models to understand people.
finance — managing credit models and predicting future usage patterns.
health — primarily in the health insurance space specialising in customer consolidation and matching.
social/startup — pro-bono quality analytics for bootstrapped companies and not-for-profits.
workload split 40/60 between internal R&D and consulting with impactful industries worldwide.
partnered with Melbourne University to introduce new deep learning methods to industry.
registered B-Corp with a singular dedication mission to ‘recondition the human condition’.
Martin Kemka — Founder and Analyst
Over the past decade, Martin has led, designed and created innovative predictive analytic solutions across a number of varied organisations. Recently he has also contributed pro-bono algorithms and research to global human rights and social institutions
Darcy Lower — Business Development Manager
3yr consulting on lean development projects for Australian private health insurance and financial clients, board advisor specialising in NFP and Social sector growth.