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Guidance Experts Tech Stack

Digital product agency with data and ML engineering capabilities

IT Services and IT Consulting Belo Horizonte, Minas Gerais 51–200 employees Founded 2018 Privately Held

Guidance Experts builds digital products and platforms for mid-market clients across design, engineering, and data services. The tech stack—PySpark, Airflow, Kafka, TensorFlow, PyTorch, NestJS, .NET—reveals a company operating across full-stack application development and data engineering, not pure consulting. Current projects center on data pipelines (Delta Lake, lakehouse architecture), legacy system migrations, and performance dashboards, with hiring concentrated in data roles (5 open) and senior-level placements, indicating depth over breadth in technical execution.

Tech Stack 41 technologies

Core StackPySpark AWS AWS Lambda Redshift AWS Glue Apache Airflow Terraform Python TensorFlow PyTorch scikit-learn TypeScript NestJS DynamoDB PostgreSQL SQL Server Temporal Go Kafka .NET SQL Git LinkedIn R GCP Azure AWS EKS CI/CD AWS SQS AWS SNS+10 more

ReplacingPython Vue

What Guidance Experts Is Building

◆Challenges

Scaling marketing operations
Migrating legacy systems
Handling large data volumes

▲Active Projects

Content narrative development
Performance dashboards
Brand positioning strategy
Migration of legacy systems
Development of .net + angular systems
Data pipelines using delta lake and lakehouse architecture
Data workflow orchestration and monitoring

Hiring Activity

Steady10 roles · 3 in 30d

Department

Data

5

Engineering

3

Marketing

1

Seniority

Senior

6

Mid

3

Notable leadership hires: Marketing Head

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About Guidance Experts

Guidance Experts, founded in 2018 and based in Belo Horizonte, Brazil, offers digital product design, engineering, and data science services to clients seeking to move from concept to market. The company operates across three main surfaces: product design and UX/UI (specializing in web and mobile), backend and application engineering (TypeScript, NestJS, .NET, AWS infrastructure), and data engineering (PySpark, Airflow, Redshift, lakehouse platforms). Active project work includes performance dashboards, data workflow orchestration, and migrations of legacy systems—pointing to a client base managing technical debt and scaling data operations. The 51–200-person team operates primarily in Brazil, with hiring velocity steady and leadership gaps in technical depth (no CTO or VP Engineering listed).

HeadquartersBelo Horizonte, Minas Gerais

Company Size51–200 employees

Founded2018

Hiring MarketsBrazil

Frequently Asked Questions

What tech stack does Guidance Experts use?

PySpark, AWS (Lambda, EKS, Redshift, Glue, SQS, SNS), Kafka, Apache Airflow, Temporal, Python, R, TensorFlow, PyTorch, SQL, PostgreSQL, TypeScript, NestJS, .NET, Terraform, GCP, Azure, DynamoDB, SQL Server, Git.

What is Guidance Experts working on?

Data pipelines (Delta Lake, lakehouse architecture), data workflow orchestration and monitoring, performance dashboards, legacy system migrations, .NET + Angular application development, and brand positioning strategy.