Mariana Teixeira

creator

Engenheira de Dados

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

📍 Salvador, BA
Aberta a oportunidades

20 published prompts · na PromptHub desde Jul/2026

🏆 Ranking this month: 0 pts — see full ranking

About

Mariana atua como Engenheira de Dados e trabalha com IA aplicada ha cerca de 5 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 Salvador.

Experience

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Engenharia de Dados · Salvador, BA

Featured

Skills (12)

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

Published Prompts

20 published

Reviewer: Chunking for RAG
DevOps ChatGPT
Operational prompt Ideal for Technical team

Reviewer: Chunking for RAG

Architecture, foundation and governance

Split documents while preserving context for retrieval. Structured prompt with steps, output format, and quality criteri…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Checklist: Idempotent Pipeline — with Sensitive Data
DevOps Claude
Operational prompt Ideal for Technical team

Checklist: Idempotent Pipeline — with Sensitive Data

Architecture, foundation and governance

A pipeline that can run twice without duplicating data. Structured prompt with steps, output format, and quality criteri…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Guide: Transactional Database CDC
DevOps ChatGPT
Operational prompt Ideal for Technical team

Guide: Transactional Database CDC

Architecture, foundation and governance

Capture database changes without overloading production. Structured prompt with steps, output format, and quality criter…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Generator: Partitioning Strategy
DevOps ChatGPT
Operational prompt Ideal for Technical team

Generator: Partitioning Strategy

Architecture, foundation and governance

Partition a large table for query performance and cost. Structured prompt with steps, output format, and quality criteri…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Checklist: Freshness Monitoring
DevOps Claude
Operational prompt Ideal for Technical team

Checklist: Freshness Monitoring

Architecture, foundation and governance

Alert when data stops arriving. Structured prompt with steps, output format, and quality criteria.

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Reviewer: Chunking for RAG — for the first cycle
DevOps ChatGPT
Operational prompt Ideal for Technical team

Reviewer: Chunking for RAG — for the first cycle

Architecture, foundation and governance

Split documents while preserving context for retrieval. Structured prompt with steps, output format, and quality criteri…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Checklist: Idempotent Pipeline
DevOps Claude
Operational prompt Ideal for Technical team

Checklist: Idempotent Pipeline

Architecture, foundation and governance

A pipeline that can run twice without duplicating data. Structured prompt with steps, output format, and quality criteri…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Audit: Safe Historical Backfill
DevOps Claude
Operational prompt Ideal for Technical team

Audit: Safe Historical Backfill

Architecture, foundation and governance

Reprocess history without affecting current consumption. Structured prompt with steps, output format, and quality criter…

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

Reviewer: Warehouse Cost Reduction

Architecture, foundation and governance

Find an expensive query and cut costs without losing analysis. Structured prompt with steps, output format, and quality …

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Guide: Transactional database CDC — with a lean stack
DevOps ChatGPT
Operational prompt Ideal for Technical team

Guide: Transactional database CDC — with a lean stack

Architecture, foundation and governance

Capture database changes without overloading production. Structured prompt with steps, output format, and quality criter…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Diagnosis: Deduplication with business rules
DevOps Claude
Operational prompt Ideal for Technical team

Diagnosis: Deduplication with business rules

Architecture, foundation and governance

Decide which record survives when there’s a duplicate. Structured prompt with steps, output format, and quality criteria…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Audit: Vector Database Selection
DevOps Claude
Operational prompt Ideal for Technical team

Audit: Vector Database Selection

Architecture, foundation and governance

Compare vector databases for a specific use case. Structured prompt with steps, output format, and quality criteria.

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Generator: Data Contract Between Teams
DevOps ChatGPT
Operational prompt Ideal for Technical team

Generator: Data Contract Between Teams

Architecture, foundation and governance

Define schema, SLA, and contract breach handling. Structured prompt with steps, output format, and quality criteria.

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Diagnosis: Unstable API Ingestion
DevOps Claude
Operational prompt Ideal for Technical team

Diagnosis: Unstable API Ingestion

Architecture, foundation and governance

API ingestion that fails, with retry and backoff. Structured prompt with steps, output format, and quality criteria.

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

Guide: Embedding Pipeline

Architecture, foundation and governance

Generate and update embeddings incrementally. Structured prompt with steps, output format, and quality criteria.

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