Hi there, I'm Luis Carreño 👋
Designing and deploying AI agents in production — local and cloud — using LangGraph, MCP Protocol, OpenClaw, Claude/Gemini APIs, RAG, and n8n. 8+ years transforming Finance, Supply Chain and Operations through AI Engineering.
const LuisCarreño = {
role: "AI Engineer — LLM Systems & Fintech — Financial Engineering",
location: "Lima, Perú 🇵🇪",
education: "MSc Financial Engineering (WorldQuant University, 2026-2028)",
focus: ["Agentic AI", "LLM Systems", "Data Engineering", "Fintech"],
stack: ["LangGraph", "Claude API", "MCP Protocol", "FastAPI",
"PyTorch", "dbt", "Kafka", "Terraform", "Kubernetes"],
building: "AI agents that solve real financial & operational problems"
};
AI & Agents: LangGraph · LangChain · CrewAI · AutoGen · MCP Protocol · OpenClaw · RAG · Claude API · Gemini API · Ollama · LM Studio · RAGAS · DeepEval · LangFuse · LangSmith
Data & ML: PyTorch · LightGBM · XGBoost · Prophet · Scikit-learn · MLflow · Evidently AI · SHAP · Optuna · dbt · Great Expectations
Engineering: FastAPI · Kafka · Delta Lake · PySpark · Apache Airflow · Terraform · Kubernetes · Docker · CI/CD · n8n · Quarto
BI & Finance: Power BI · Tableau · Looker Studio · BigQuery · Snowflake · SQL
| Project | Stack | Status |
|---|---|---|
| AI Core System | LangGraph · MCP · Claude/Gemini/Ollama · RAG | ✅ Live |
| Local AI Stack & Agent Infra | OpenClaw · Claude Opus · Telegram · nomic-embed · n8n | ✅ Live |
| Local LLM & Private RAG | Ollama · LM Studio · nomic-embed · No CUDA | ✅ Live |
| Multi-Agent Finance Orchestrator | LangGraph · CrewAI · AutoGen · MCP · LangSmith | ✅ |
| AI Financial Decision System | Databricks · PySpark · MLflow · PyTorch · LangGraph | ✅ |
| AI Financial Copilot | LangGraph · Claude · pgvector · DeepEval · LangFuse | ✅ |
| Finance Automation Pipeline | n8n · Claude · HubSpot · Slack · Gmail · Make | ✅ |
| MCP Financial Tools Server | MCP · FastAPI · PostgreSQL · 5 tools · GREEN/YELLOW/RED | ✅ |
| Gemini Financial Agent | Gemini API · LangGraph · FastAPI | ✅ |
| Financial Analyzer Agent | Claude · LangChain · FastAPI · ChromaDB | ✅ |
| RAG Financiero | LangChain · ChromaDB · nomic-embed | ✅ |
| SCM Demand Agent | LangGraph · Claude · FastAPI | ✅ |
| Project | Stack | Metrics |
|---|---|---|
| Hybrid Forecasting PRO | Prophet · LightGBM · PySpark · MLflow · Airflow | MAPE <8% |
| Credit Risk AI System | XGBoost · SHAP · BigQuery · Shadow Deploy | AUC >0.89 |
| Demand Forecasting | XGBoost · Prophet · MLflow | ✅ |
| Fraud Detection | XGBoost · SHAP · Evidently | ✅ |
| Churn Prediction | Scikit-learn · SHAP · MLflow | ✅ |
| Project | Stack |
|---|---|
| FP&A Intelligence Suite | BigQuery · dbt · LangChain · Claude · Airflow · Quarto |
| Revenue Intelligence Dashboard | BigQuery · Snowflake · dbt · Looker · Cohort Analysis |
| FPA Budget Control Dashboard | Python · BigQuery · Power BI |
| Retail PL Analyzer | dbt · BigQuery · LangChain · Claude |
| FPA con LLM | LangChain · Claude · Pandas · Streamlit |
| Business Controller Dashboard | SQL · Power BI · Streamlit |
| Mix Price Volume | Pandas · SciPy · NumPy |
| Project | Stack |
|---|---|
| Supply Chain Intelligence Suite | Databricks · PySpark · Gurobi MILP · OR-Tools · Streamlit |
| Optimal Transport Demand Matching | PyTorch · POT · Gurobi · arXiv |
| Inventory Optimization | SciPy · Gurobi · Pandas |
| SOP Dashboard | Pandas · Streamlit · SQLAlchemy |
| Project | Stack | Metrics |
|---|---|---|
| Real-Time Lakehouse PRO | Databricks · Delta Lake · Kafka · Airflow · K8s · Terraform | SLA 99.9% |
| AI Data Platform — Lakehouse Medallion | Delta Lake · Kafka · MLflow · PyTorch · dbt | MAPE <8% |
| LLMOps & Agent Evaluation | RAGAS · DeepEval · LangFuse | Faithfulness >0.85 |
| Data Reliability Platform | Great Expectations · dbt · Airflow · CI/CD | 100% pipelines |
| n8n Executive Reporting Pipeline | n8n · Claude · Quarto · FastAPI | 15h/week → <5min |
| Project | Stack |
|---|---|
| Financial Intelligence Report | Quarto · Python · GitHub Pages · CI/CD |
| Demand Planning Notebook | Prophet · R · Quarto |
| Project | Stack |
|---|---|
| AI Decision Intelligence SaaS | React · FastAPI · pgvector · Stripe · K8s · Terraform |
| Planet STEAM | React · Firebase · GCP · Stripe · 20+ AI modules |
| Planet Job | FastAPI · PostgreSQL · pgvector · OAuth2 · ATS 0-100% |
- 🎓 MSc Financial Engineering — WorldQuant University (2026–2028)
- 🏛️ BSc Industrial Engineering — Universidad Nacional de Ingeniería (UNI)
- 📋 PADE Internacional en Operaciones — Tec de Monterrey & ESAN
- 🌍 Languages: Spanish (native) · English (B2) · Portuguese (B2)
AI Engineer · Financial Engineering · Lima, Perú · 2026