What I deliver
- Model API integration, with cost and latency measured
- Guardrails: output validation, fallbacks, spending caps
- Batch processing and queues for real volume
- Call logging, so you know what was actually asked
Useful AI is the kind that runs every day unattended. Content generation, data extraction, business assistants: what matters is not the demo, it is the behaviour on the day the model answers badly. Available for projects remotely (EU), remote or on-site depending on the engagement.
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