I'm Azahid García — I build and evaluate AI systems: LLM pipelines, agentic workflows, and the evals that keep them honest. Founder of Strivark. Bias for clarity, performance, and craft.
I'm an Applied AI Engineer with production experience shipping LLM-powered features, agentic workflows, and multi-agent orchestration systems in Python and TypeScript. I build AI products users actually rely on — not demos — with eval loops, structured output contracts, and observability that surfaces degradation before it reaches users.
Four years of enterprise consulting across LATAM and EMEA means I sit comfortably at the boundary between an ambiguous business problem and the engineering decision that resolves it. I work best in the gap between prototype and production — where rigor and craft both matter.
Currently building Strivark, a full-stack AI consulting platform with active enterprise clients. Based in Mexico City — working globally.
real interactive demos — no screenshots, no paragraphs. pick a tool and use it. this is the kind of thing I build for clients.
Four years inside enterprise consulting taught me how much billable time dies in repeatable operational work. Strivark routes that work to AI pipelines, freeing consultants for high-value reasoning.
visit ↗Single LLM calls fall apart on long-form, multi-step reasoning. This system chains specialized agents with retrieval and tool use, holding coherence across contexts that would break a single call.
private — write-up on requestAI agents systematically misuse tools — not because the code is broken, but because schema descriptions are ambiguous. Every systematic misfire mapped to description-level ambiguity; it reshaped how I write all tool contracts.
case study ↗Silent failures in LLM pipelines are invisible until they reach users. This system makes degradation loud: schemas fail explicitly, fallback frequency is instrumented, and every failed output logs its triggering input.
private — write-up on requestOpen to applied AI and model evaluation roles, and hard problems at the frontier of AI. Based in Mexico City — ready to relocate. Reach out directly. I read every message personally.
azahid.garcia@gmail.comthe arc closes — the ánimas return and scatter upward