Public Projects

Open work and side projects

Talks, tools, experiments and open-source work in knowledge graphs, graph machine learning and data engineering.

Open source · Hackathon

NaijaHealth

Graph-native health intelligence agent over Nigeria's NHMIS data for all 44 Kano State LGAs. Neo4j Aura knowledge graph, nine agent tools, custom MCP server. Built for the Neo4j Aura Agents hackathon.

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Talk · November 2026

Graph-Aware Recommendations with Neo4j GDS and Random Forest

NODES 2026 conference talk. Bipartite knowledge graph, FastRP embeddings, graph-aware hard negative sampling, Random Forest Regressor. OOB AUPRC 97.3%.

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