Open to opportunities

Jose Stalin Andrade Cartuche

Data architect · AI architect · Data solution architect

I design data platforms and AI systems that turn raw complexity into decisions at scale — from lakehouse foundations to production RAG pipelines.

8+Years of experience
30+Projects delivered
5Cloud certifications
12Production AI systems

About

I am a data and AI architect with over eight years of experience designing and delivering data platforms, lakehouse architectures, and production AI systems across fintech, insurance, and e-commerce domains.

My work sits at the intersection of data engineering and applied AI. I have led teams building petabyte-scale lakehouses on Apache Iceberg, real-time fraud detection pipelines processing hundreds of thousands of events per second, and retrieval-augmented generation systems that ground LLM responses in proprietary knowledge bases — all with a sharp focus on reliability, cost efficiency, and maintainability.

I am pragmatic about technology choices: I reach for the right abstraction rather than the fashionable one, and I treat data infrastructure as a product with real users. Currently open to senior individual-contributor or staff-level architecture roles at companies where data is a genuine competitive advantage.

Quick facts

  • Based inVera, Spain (CET)
  • LanguagesSpanish (native), English (C1)
  • Open toRemote / hybrid Europe
  • Preferred stackAWS · Snowflake · dbt · Python
  • Currently exploringAgentic AI, streaming lakehouses

Skills

Technical skills

AI/ML

LangChainOpenAI APIRAG pipelinesVector databasesMLflow

Cloud

AWSAzureGCPSnowflakeDatabricks

Data

dbtApache AirflowApache KafkaApache SparkApache Iceberg

Languages

PythonSQLTypeScriptScala

Tools

TerraformDockerKubernetesGit

Soft skills

Systems thinkingTechnical leadershipStakeholder communicationAsync-first collaborationArchitectural trade-off analysisMentoring and code review

Experience

Nordvik Financial Group

Mar 2022 — Present

Principal Data Architect

Led the design and delivery of a petabyte-scale open lakehouse on AWS, replacing a fragmented warehouse estate and cutting analytical query latency by 70%.

AWSApache IcebergApache KafkaApache SparkdbtApache Airflow+4 more
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Velantis Insurance

Jun 2020 — Feb 2022

AI Platform Lead

Built the company's first GenAI platform — a retrieval-augmented generation system grounding LLM responses in proprietary policy documents — serving 3,000 internal users.

OpenAI APIPineconeLangChainApache AirflowPythonMLflow+4 more
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Crestline Commerce

Jan 2018 — May 2020

Data Engineering Manager

Managed a team of 8 data engineers, migrated a monolithic Oracle DW to Snowflake, and introduced dbt + Airflow as the standard transformation and orchestration stack.

SnowflakedbtApache KafkaApache AirflowPythonFivetran+4 more
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Axiom Analytics

Apr 2016 — Dec 2017

Senior Data Engineer

Built end-to-end data pipelines for a marketing analytics SaaS, delivering multi-touch attribution models running on BigQuery Scheduled Queries and Airflow.

BigQueryApache AirflowPythondbtGCPCloud Composer+2 more
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Contact

Interested in discussing a role, a project, or just want to connect? Reach out through any of these channels.