Samar Bons
Applied AI / Forward-Deployed Engineer. The work I care about is the envelope around the model: the evals, the guardrails, and the operations that let an agent run unattended without doing harm.
An eval-driven, safety-gated LLM system that ran a real B2B campaign unattended for weeks: 12,876 prospects sourced, ~87% quarantined by design, safety metrics pinned at 1.000.
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