Curriculum vitae
Machine Learning Engineer · Independent Researcher · Technology Entrepreneur
A two-phase research program investigating how persistent agent change can be governed through evidence lineage, deterministic advisory policy, append-only human adjudication, and explicit separation between recommendation and external-action authority.
Engineering production agentic systems, evaluation pipelines, tool-use orchestration, and human-in-the-loop automation for real-estate workflows.
Technology strategy, implementation advisory, and digital-transformation work.
Strategic and technology guidance for accessible healthcare initiatives and platform development.
Technology and creative leadership for systems addressing institutional and socioeconomic needs.
Co-founded a school-management platform for Tanzanian schools.
Graduate training spanning machine learning, deep learning, distributed computing, data systems, analytics, and organizational decision-making.
Awarded 8 November 2014. Coursework covered computer science and statistics, including software development, data structures and algorithms, databases, probability, statistical inference, regression, multivariate methods, and sampling.
Completed 22 November 2024. Six-course certificate covering traditional and Agile project management.
An auditable control plane for evidence-governed agent evolution, historically developed as Reflective Agent through v0.10.
Tool-use orchestration, evaluation pipelines, golden examples, and human-in-the-loop automation for real-estate workflows.
An open-source Python package generating localized names, phone numbers, mobile-money data, and national identifiers for ten African economies.
A two-part proposal: a CRM-integrated AI customer-service assistant with agent search, conversational AI, and speech-to-text; and IBM Cognos Analytics dashboards with mapping, promotion analysis, natural-language exploration, and forecasting.
A digital platform supporting the IMAP4CSA program and its farmer-facing operations.
Work on BRELA’s online registration system through an earlier technology venture.
A school-management platform for Tanzanian institutions.
Leadership and advisory
Founder of Owden Consulting; co-founder and board advisor at EMET Healthcare; former co-founder and Chief Creative Officer at INETS; co-founder of ShuleSoft.
Professional identifiers