I help organizations working in governance, conflict, narratives, and sustainability integrate AI into real operational workflows—not as hype, but as measurable capability: faster monitoring, stronger verification, better decision support, and more traceable analysis. My focus is applied AI for high-stakes sociopolitical work: information environments, public accountability, and data-driven decision-making. I design systems where AI supports analysts and investigators with human-in-the-loop controls, reproducibility, and source traceability—so outputs remain credible and defensible. What I do (typical engagements): • AI workflow design & implementation (monitoring → triage → analysis → reporting) • NLP / information retrieval pipelines (entity extraction, clustering, topic/narrative tracking) • Decision-support analytics for policy, governance, and operational teams • Enablement & training: playbooks, templates, and structured team adoption I work best with NGOs, think tanks, investigative journalists, small media/analysis platforms, and mission-driven startups operating in complex sociopolitical contexts. If you are modernizing your analysis or investigation pipeline while maintaining rigor, verification standards, and institutional accountability, let's connect.