Building AI agents

Cesar Moreno

Full Stack Engineer · AI

AI Agents · LLMs · Automation

I build AI systems that think, act, and scale — from multi-agent orchestration to production platforms across LATAM.

About

I'm an engineer who builds systems that replace manual workflows with intelligent automation. Over 13 years, I've gone from real-time reservation platforms to orchestrating multi-AI agent systems that review code, optimize tokens, and debate architectural decisions across Claude, GPT, and Gemini.

At Apprecio , I lead automation initiatives across the product team — building AI agents that cut delivery time by 40% and optimizing microservice performance by 25%. I work across the full stack: React frontends, NestJS backends, PostgreSQL with row-level security, and Supabase for real-time multi-tenant platforms deployed across 6 LATAM countries.

Outside work, I build developer tools: Prism orchestrates structured debates between 3 AI models. Agentes Hub automates PR reviews with security-focused code analysis. Both reflect my philosophy: software should think for you, not just execute instructions.

My stack is TypeScript-first, AI-native, and production-tested. I don't prototype — I ship.

13+
Years Experience
6
Countries
40%
Delivery Boost

Experience

2020 — Present

Full Stack Engineer · AI · Apprecio

Santiago, Chile (Remote)

Lead AI agent development and full-stack automation across a multi-tenant rewards platform serving 6 LATAM countries. Built code review agents with multi-LLM orchestration (Claude, GPT-4, Gemini), achieving 97.5% token cost reduction through intelligent caching. Drove 40% faster product delivery by automating QA workflows and PR analysis. Optimized microservice performance by 25% across 13+ services spanning Node.js, NestJS, GraphQL, and Angular.

TypeScript Node.js NestJS React PostgreSQL AWS LangChain Claude API
2016 — 2020

Full Stack Developer · Ae Online Solutions

Lima, Peru

Led development and integration of a customer management system for discovering valuable business opportunities and data analysis. Built RESTful APIs with Node.js and PHP, integrated SQL and MongoDB databases, developed frontends with React and Vue.js.

JavaScript Node.js PHP Laravel React Vue.js MongoDB MySQL
2016

Full Stack Developer · Publicidad y Sistemas OPER

Lima, Peru

Developed real-time reservation management system for web and mobile platforms. Built user interfaces with Angular and Ionic, backend services with Laravel and Node.js, real-time features with Socket.io.

Angular Ionic Laravel Node.js Socket.io JavaScript

Projects

Agentes Hub

Multi-agent system that automates PR code reviews with security-focused analysis. Supports Claude, GPT-4, and Gemini with 97.5% token savings through intelligent caching.

Source
  • TypeScript
  • LangChain
  • Claude API
  • Node.js

Prompt Hub

Centralized prompt management with versioning and performance tracking. Built to eliminate prompt drift across teams and AI workflows.

Source
  • TypeScript
  • Next.js
  • PostgreSQL

Prism

CLI tool that orchestrates structured debates between Claude, GPT, and Gemini. Six analysis modes produce bias-reduced insights through multi-perspective synthesis.

Source
  • TypeScript
  • Shell
  • Multiple LLM APIs

Apprecio Rewards Platform

Multi-tenant rewards platform serving 6 LATAM countries. Integrates loyalty programs, campaigns, and business analytics with real-time data processing.

  • TypeScript
  • NestJS
  • React
  • PostgreSQL
  • AWS