Andrés Ruiz Calvo - AI Engineer @ IBM

ARC

IBM · AI EngineerUAX · ML ProfessorAd Astra AIAWS · Databricks · AnthropicIBM · AI EngineerUAX · ML ProfessorAd Astra AIAWS · Databricks · Anthropic

Current Roles

Production RAG, agents, and GenAI systems for enterprise clients

Machine Learning I & II for the AI & Computation degree — 20+ students

Open builds and production systems — open a card for the full write-up.

Post-race strategy timelines, weather, and natural-language Q&A over FastF1 telemetry

Agentic RAG for ESA Sentinel docs — LangGraph, hybrid search, deployed on AWS ECS

ANTHROPIC · 2026

Advanced architecture for production Claude systems — agent design, tool orchestration, evaluation, and enterprise deployment patterns.

ANTHROPIC · 2026

Foundational skills for building applications with Claude — API integration, prompting, and developer workflows.

ANTHROPIC · 2026

Architecture patterns, tool use, and production-minded agent design with Claude.

DATABRICKS · 2026

LLM-enabled solutions on Databricks: RAG, Vector Search, Model Serving, MLflow, Unity Catalog.

DATABRICKS · 2024

Batch/streaming pipelines, Delta Lake, warehouses, lakes, ETL, PySpark (Databricks Intelligence Platform).

AMAZON WEB SERVICES · 2024

Building, training, tuning, and deploying ML on AWS (two years' experience validated).

AMAZON WEB SERVICES · 2024

Secure, scalable, cost-optimised designs across AWS services.

AMAZON WEB SERVICES · 2024

Foundational AI/ML and AWS implementation practices.