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JG
John Greenough
Junior Software Engineer specializing in AI, security, and cloud systems
Trondheim, NorwayAI Software Developer1 years experienceJuniorArtificial IntelligenceRoboticsHigher Education
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About
Built and deployed an LLM + RAG + memory system on a Furhat social robot, adding continuous face/voice recognition embeddings over WebSockets to enable persistent, natural conversations across sessions. Experienced working around real-world hardware/latency constraints and uses Datadog plus structured debugging/rollback practices for stabilizing customer-facing LLM workflows.
Experience
AI Software DeveloperNorwegian University of Science and Technology (NTNU)
Application Security DeveloperRelay Financial Technologies Inc.
Software Engineering InternGerman Aerospace Centre (DLR)
Lead Teaching AssistantUniversity of Waterloo
Education
University of Waterloobachelor, Management Engineering (Computing Option) (2026)
Key Strengths
- Took an LLM+RAG conversational system from prototype to production on a physical robot
- Human-centered approach to conversational AI (natural timing, continuity across sessions)
- Pragmatic handling of hardware constraints (camera quality, compute limits) with ML-based feature fusion
- Latency mitigation strategies for real-time interaction (fallback/placeholder responses while generating)
- Structured real-time troubleshooting approach (instrumentation, isolation, rollback/scaled-down deploy)
- Strong audience-aware technical communication (reworking demos for professor vs industry partner)
- Focus on reliability: edge-case testing and proactive stakeholder communication
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