Monica Bastos

creator

Engenheira de Dados

Preparo a base que faz o modelo responder com contexto real.

📍 Recife, PE
Disponível para mentoria

22 published prompts · na PromptHub desde Apr/2026

🏆 Ranking this month: 0 pts — see full ranking

About

Monica atua como Engenheira de Dados e trabalha com IA aplicada ha cerca de 13 anos. Hoje foca em pipelines e rag, ajudando times a sair do teste isolado e colocar IA dentro do processo. Compartilha na PromptHub AI os prompts e agentes que usa no dia a dia em Recife.

Experience

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Engenharia de Dados · Recife, PE

Featured

Skills (12)

Linguagens
Python Scala SQL
Frameworks
LangChain Spark
Modelos
OpenAI Cohere
Infra
Databricks AWS
Especializações
Pipelines RAG Vector DB

Published Prompts

22 published

Framework: Schema Versioning Strategy
DevOps ChatGPT
Operational prompt Ideal for Technical team

Framework: Schema Versioning Strategy

Architecture, foundation and governance

Evolve a data schema without breaking existing consumers. Structured prompt with steps, output format, and quality crite…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Template: Job Dependency Orchestrator
DevOps ChatGPT
Operational prompt Ideal for Technical team

Template: Job Dependency Orchestrator

Architecture, foundation and governance

Define job order and dependencies in a complex pipeline. Structured prompt with steps, output format, and quality criter…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Roadmap: Retry Strategy with Backoff
DevOps Claude
Operational prompt Ideal for Technical team

Roadmap: Retry Strategy with Backoff

Architecture, foundation and governance

Define a retry policy without overloading the system. Structured prompt with steps, output format, and quality criteria.

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Playbook: Continuous Data Quality Plan
DevOps Claude
Operational prompt Ideal for Technical team

Playbook: Continuous Data Quality Plan

Architecture, foundation and governance

Automated tests that run with every data load. Structured prompt with steps, output format, and quality criteria.

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Plan: Inefficient Partitioning Reviewer
DevOps Claude
Operational prompt Ideal for Technical team

Plan: Inefficient Partitioning Reviewer

Architecture, foundation and governance

Identify poorly designed partitioning that makes queries more expensive. Structured prompt with steps, output format, an…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Playbook: File Compression Strategy — with Sensitive Data
DevOps Claude
Operational prompt Ideal for Technical team

Playbook: File Compression Strategy — with Sensitive Data

Architecture, foundation and governance

Choose the right format and compression for the use case. Structured prompt with steps, output format, and quality crite…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Plan: Selective Reprocessing Strategy
DevOps Claude
Operational prompt Ideal for Technical team

Plan: Selective Reprocessing Strategy

Architecture, foundation and governance

Reprocess only the piece of data that changed, not everything. Structured prompt with steps, output format, and quality …

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Guide: Anonymization plan for a test environment
DevOps Claude
Operational prompt Ideal for Technical team

Guide: Anonymization plan for a test environment

Architecture, foundation and governance

Prepare a safe production copy for test use. Structured prompt with steps, output format, and quality criteria.

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Review: Recurring Query Cost Auditor — on a Tight Budget
DevOps ChatGPT
Operational prompt Ideal for Technical team

Review: Recurring Query Cost Auditor — on a Tight Budget

Architecture, foundation and governance

Find scheduled queries that cost more than they should. Structured prompt with steps, output format, and quality criteri…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Review: Pipeline Test Plan — with governance
DevOps ChatGPT
Operational prompt Ideal for Technical team

Review: Pipeline Test Plan — with governance

Architecture, foundation and governance

Test data transformation before it goes to production. Structured prompt with steps, output format, and quality criteria…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Critique: Recurring Query Cost Reviewer
DevOps ChatGPT
Operational prompt Ideal for Technical team

Critique: Recurring Query Cost Reviewer

Architecture, foundation and governance

Find scheduled queries that cost more than they should. A structured prompt with steps, output format, and quality crite…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Framework: Pipeline Observability Plan
DevOps ChatGPT
Operational prompt Ideal for Technical team

Framework: Pipeline Observability Plan

Architecture, foundation and governance

Define what to monitor so you know a pipeline is healthy. Structured prompt with steps, output format, and quality crite…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Playbook: File Compression Strategy
DevOps Claude
Operational prompt Ideal for Technical team

Playbook: File Compression Strategy

Architecture, foundation and governance

Choose the right format and compression for the use case. A structured prompt with steps, output format, and quality cri…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Template: Slowly Changing Dimension Modeling
DevOps ChatGPT
Operational prompt Ideal for Technical team

Template: Slowly Changing Dimension Modeling

Architecture, foundation and governance

Decide how to handle attribute changes over time. Structured prompt with steps, output format, and quality criteria.

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Review: Pipeline Test Plan
DevOps ChatGPT
Operational prompt Ideal for Technical team

Review: Pipeline Test Plan

Architecture, foundation and governance

Test data transformation before it goes to production. Structured prompt with steps, output format, and quality criteria…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt