AI-Augmented Systems Architect
Estuardo Estrada
Full-Stack · Distributed · AI-Native
I design scalable AI-powered systems that ship fast and scale safely.
Full-Stack · Distributed · AI-Native
I design scalable AI-powered systems that ship fast and scale safely.
Measured Impact
Operational Margin Increase
Latency Reduction
Faster Assignment Cycles
User Growth Accelerated
Specialization
I don't just wire up API wrappers; I set up the soil where serious AI grows. I build the heavy model-serving infrastructure and the rigorous evaluation pipelines underneath it all. My goal is simple: massive systems that never snap and don't burn through cash.
INFRASTRUCTUREI architect the environments that let autonomous agents actually collaborate. I act as the central orchestrator, delegating roles, enforcing communication loops, and ensuring no AI agent goes rogue entirely or spirals into infinite loops.
ORCHESTRATIONAnyone can build a neat prototype in a notebook. My real job is dragging those models kicking and screaming into live production. I obsess over shaving milliseconds off latency, robust prompt engineering, and deep observability.
LLM · PRODUCTIONI am the architect of the platform's nervous system. From deeply event-driven microservices to rock-solid workflow engines, I design topologies built specifically to handle the unpredictable chaos of modern AI traffic.
DISTRIBUTEDBackground
2023 — Present
Senior Technical Lead
Right now, I'm deep in the trenches of AI-powered systems. I lead brilliant, cross-functional teams to fuse large language models directly into our core product. We’re building everything from advanced multi-agent chat networks to lightning-fast real-time inference layers. It's the wild west of engineering, but we're the ones paving the roads.
2020 — 2023
Principal Engineer, Platform
I spearheaded the shift away from our aging, monolithic codebase into clean, decoupled microservices. It wasn't just about modernizing code—it was a necessity for survival. When the dust settled, we slashed our system latency by 60% and made the core internal assignment cycles process three times faster.
2017 — 2020
Engineering Lead
This was my crucible. I forged the fundamental infrastructure that managed to hold up seamlessly when our active user base suddenly skyrocketed by 300%. I set up an intricate event-driven backbone, API gateways, and planted a hardcore engineering culture of massive scale: build it once, make sure it never breaks.
Beyond the Terminal
01 — Skydiver
There's a clarity that comes at terminal velocity that no whiteboard session can replicate. The commitment, the trust in your systems, the irreversibility of the exit — it maps perfectly to what great engineering should feel like.
Flandes · Medellín · Cancún · Tequesquitengo · Empuriabrava
02 — Musician
Retired multi-instrumentalist. Piano, keys, guitar, bass, and drums — but always a pianist at heart. Music taught me that the best systems have rhythm, structure, and the occasional improvisation that makes everything click.
Piano · Keys · Guitar · Bass · Drums
Build once. Scale safely.
AI as a first-class capability.
High-leverage engineering.