01
Collective Intelligence
Samuel's primary academic domain — the science of how groups make decisions, aggregate knowledge, and transcend individual limitations. He studies how technology can amplify humanity's capacity to think and solve problems together.
UM6P MScDecision SystemsSocial Cognition
02
Data Science & Analytics
From SARIMAX time-series forecasting on Germany's irradiation datasets to Power BI dashboards, Samuel is fluent in the language of data — reading patterns, surfacing insights, and translating numbers into decisions.
PythonRJupyterPower BITableau
03
Computer Science
Grounded by a Professional Bachelor in Computer Science, Samuel understands the architecture beneath the surface — how software is built, how interfaces are designed, and how systems serve the humans who depend on them.
Full Stack DevFront-endSystems Thinking
04
Research Methodology
Beyond knowing facts, Samuel knows how to find them. Trained in research design, experimental methodology, and statistical analysis, he approaches questions with academic rigour — building evidence before drawing conclusions.
Experimental DesignARIMAXSARIMA
05
Leadership & Organisations
Intellectual curiosity is applied directly to how organisations function, how leaders think, and how systems of power can be made more just and effective. Samuel pursues an Organisational Leadership Specialisation as a complement to his technical work.
Org. LeadershipAgileDesign Thinking
06
Technology for Social Impact
At the intersection of all his domains sits a single question: how can technology serve people who have been left behind? Samuel's intellectual life is ultimately oriented not toward abstraction but toward the concrete flourishing of communities.
Social InnovationEmpowermentAfrica