SAMAR BONS

Applied AI Engineer

I build AI systems that hold up in production.

I'm an applied AI engineer with a software-engineering foundation from Goldman Sachs. Through Sigil AI, I design and ship production LLM systems end to end: agents, evals, guardrails, and the operations that let them run unattended.

FOCUS    Production LLM agents  ·  evals & guardrails  ·  data & GTM systems

Goldman Sachs  ·  Sigil AI  ·  open source Get in touch →
CASE STUDY

Shipping an Autonomous Cold-Outreach Agent to Production

A self-driving LLM outreach system for a B2B distributor: it sourced ~13K prospects, decided who not to contact, generated and gated its own copy, ran unattended for weeks inside hard compliance guardrails, and shut itself down cleanly at the end.

Read the case study →
1.000safety metrics
12,876prospects sourced
~87%quarantined by design