José Martín Duarte Gómez

Highlights

• Production RAG tutor

  Shipped MAE Virtual — a TypeScript RAG assistant grounded in Mexican elementary curriculum, with streaming chat, ingest, and retrieval tests.

• MCP with human-in-the-loop

  Built TypeScript MCP servers for Hetzner Cloud and Dokploy: allowlists, secret redaction, audit logs, and approval for writes and deletes.

• Telco BSS at Amdocs

  Owned charging and ordering APIs: multi-cycle billing domain, REST and async reconciliation, L3/L4 production support.

• 10+ years in production

  JVM systems through LLM orchestration. I still write software like someone who gets paged for it.

Experience

1. Agentic AI Engineer · MAE Virtual

   Jan 2026 — Present

   Mi Asistente Educativo Virtual · maevirtual.com

   • TypeScript
   • Next.js
   • Vercel AI SDK
   • RAG
   • pgvector
   • Shipped a production RAG tutor in TypeScript (Next.js, PostgreSQL/pgvector, OpenAI embeddings) that grounds answers in Mexican elementary curriculum.
   • Built agent-style copilots with Vercel AI SDK tool-calling — retrieval, planning, calendar, and incident tools over internal REST APIs — plus multi-provider LLM routing and per-purpose token-cost metadata.
   • Operate cloud-native production (Docker, Dokploy, Hetzner): streaming chat, auth, ingest pipeline, and retrieval tests so answers stay on-curriculum.

2. AI Integration Engineer · Independent

   2026 — Present

   MCP servers · Hetzner Cloud & Dokploy

   • TypeScript
   • MCP
   • REST APIs
   • Built TypeScript MCP servers so AI agents can call Hetzner Cloud and Dokploy APIs — allowlists, secret redaction, audit logs, and human-in-the-loop approval for writes and deletes.

3. Software Developer Specialist · Amdocs

   Jul 2018 — Present

   Telco BSS / Charging & Ordering

   • Java
   • Spring Boot
   • REST
   • Kafka
   • OpenShift
   • Built and extended REST and async APIs for reconciliation with external billing and ordering systems — repaired corrupted records without operator intervention.
   • Designed a microservice domain for multi-cycle billing on a single account; ran cloud-native services on OpenShift (Docker, Kafka).
   • Held L3/L4 production support; root-caused defects two prior teams had escalated, and automated BPM retries that cut support tickets.

4. Software Developer · Smart Software Factory

   Dec 2016 — Jul 2018

   Environmental Manager Platform

   • Microservices
   • BPM
   • Backend services and BPM workflows integrating state transitions and audit trails for an environmental-compliance platform.

5. Java Software Support Engineer · TCS

   Oct 2015 — Dec 2016

   • Java
   • Production support
   • Triaged production incidents and built an internal tool that executed on-call procedures end-to-end — cutting MTTR on P2/P3 issues.

Selected work

• MAE Virtual

  2026

  RAG tutor for elementary-school teachers

  A conversational assistant that ingests school didactic plans and answers teacher questions grounded in curriculum. End-to-end: ingestion, retrieval, model routing, streaming chat, and production on Docker / Dokploy / Hetzner.

  • Next.js
  • TypeScript
  • Vercel AI SDK
  • pgvector
  • RAG

• MCP servers

  2026

  Hetzner Cloud & Dokploy for AI agents

  TypeScript MCP servers so agents can call Hetzner Cloud and Dokploy APIs with allowlists, secret redaction, audit logs, and human-in-the-loop approval for writes and deletes.

  • TypeScript
  • MCP
  • REST APIs

• Amdocs BSS

  2018 — present

  Charging, ordering, and billing for tier-1 telcos

  Long-running ownership across charging and ordering: REST and async reconciliation, a microservice domain for multi-cycle billing, and L3/L4 production support.

  • Java
  • Spring Boot
  • Kafka
  • OpenShift

• Environmental Manager

  2016 — 2018

  Compliance platform with BPM workflows

  Backend services and user-task workflows — state transitions, audit trails — for an environmental-compliance product.

  • Microservices
  • BPM

Skills