I build evaluation-grounded AI systems for African and low-resource contexts.

My work combines:

• Responsible AI and AI evaluation
• Retrieval-grounded assistants and agent workflows
• Low-resource speech and language systems
• Dataset curation, validation, and benchmarking
• Human escalation, uncertainty handling, and real-world failure analysis