DUVIEL GARCIA Resume
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SELECTED WORK / RECENT APPLIED AI

Real problems.
Engineered systems.

An anonymized selection of recent engineering work. Detailed case studies will follow as they are ready to share.

01 AI Website Agent

Website changes, in your own words.

The system turns natural-language intent into controlled website operations with safeguards for production workflows.

Agentic AI · Product Engineering

  • LangGraph
  • MCP
  • LLMs
  • Guardrails
Explore the system →

An AI-powered system capable of translating natural-language intent into controlled website operations, with safeguards designed for production workflows.

LangGraph · MCP · LLMs · Guardrails · Async Processing

Full case study not published yet.
CONCEPTUAL FLOW
01 / INPUTNatural-language intent
Agent + MCP
[ Guardrails ]
02 / OPERATIONControlled website change

02 Customer Success AI Assistant

AI support for customer-facing work.

An assistant connects retrieved context and business systems to support customer-facing workflows.

Applied AI · RAG

  • RAG
  • Weaviate
  • Celery
  • OpenAI
  • Anthropic
Explore the system →

An AI assistant combining multiple LLM providers, retrieval, asynchronous processing, and external business systems to support customer-facing workflows.

OpenAI · Anthropic · Gemini · Weaviate · Celery

Full case study not published yet.
CONCEPTUAL FLOW
OpenAIAnthropicGemini
AI assistant
↙↘
RETRIEVALWeaviate
INTEGRATIONSBusiness systems

03 AI Workflow Platform

AI workloads that reach production.

Long-running AI workflows combine asynchronous processing with reliability mechanisms for production.

AI Systems · Distributed Systems

  • FastAPI
  • Celery
  • Redis
  • AWS
Explore the system →

Production AI workflows combining model orchestration, asynchronous workers, and cloud infrastructure with reliability mechanisms for long-running workloads.

PydanticAI · Celery · Redis · AWS · FastAPI

Full case study not published yet.
CONCEPTUAL FLOW
WORKLOAD→Redis
WORKER 01
WORKER 02
WORKER 03
Celery · Model orchestrationAWS

04 Conversational AI Copilot

Conversations connected to context.

A copilot connects conversations with retrieved context, asynchronous messages, and production tracing.

Agentic AI · Conversational Systems

  • LangGraph
  • Weaviate
  • Embeddings
  • LangSmith
  • Celery
Explore the system →

An AI copilot integrating conversational workflows, vector retrieval, and asynchronous message processing with production tracing.

LangGraph · Weaviate · Embeddings · LangSmith · Celery

Full case study not published yet.
CONCEPTUAL FLOW
INPUTConversation
LangGraph copilot
Weaviate · Embeddings
PROCESSINGCelery · LangSmith tracing