Medway Tech Stack

Medical education platform scaling AI-driven content production for Brazilian physicians

E-Learning Providers São Paulo 201–500 employees Founded 2017 Privately Held

Medway operates a medical education platform serving physicians across Brazil, with particular strength in residency exam preparation. The tech stack reveals a data-and-automation-first architecture: Python, Databricks, PySpark, Airbyte, n8n, and a semantic layer on Metabase for analytics. Projects center on AI-driven content production pipelines and data platform reliability, while hiring spans data, product, and sales teams — signaling expansion beyond their established São Paulo base into nationwide physician training and career support.

Tech Stack 30 technologies

Core StackZendesk n8n Python Airbyte Databricks PySpark Metabase AWS Zapier Adobe Photoshop Adobe Illustrator Adobe InDesign Monday.com Trello HubSpot Power BI Django Looker Tableau Google Analytics GCP Google Slides Looker Studio OBS Studio vMix Django REST Framework WhatsApp Pagar.me Typeform Telegram

What Medway Is Building

◆Challenges

Scaling content production
Reducing content production cost
Scalable data ingestion platform
Data pipeline reliability
Reducing operational bottlenecks
Optimizing end-to-end processes
Improving data consistency
Identifying operational bottlenecks
Optimizing customer journey
Ensuring timely content delivery

▲Active Projects

Ai-driven content production pipeline
Automation of educational content workflows
Data ingestion and processing platform
Semantic layer for metabase
Automation of sales ops processes
Integration of crm and internal systems
Dashboard development for channel performance
Implementing ai automation flows
Integrating internal systems via api
Optimizing zendesk ai resolution

Hiring Activity

Accelerating15 roles · 10 in 30d

Department

Data

Ops

Product

Sales

Support

Logistics

Marketing

Seniority

Mid

Manager

Senior

Junior

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About Medway

Medway is a Brazilian edtech focused on medical education, operating since 2017 from São Paulo. The company targets medical students preparing for residency exams (a competitive, high-stakes examination cycle in Brazil) and practicing physicians seeking ongoing career development. Core offerings include preparatory courses, learning content, and technology infrastructure to support the physician lifecycle. The organization spans 201–500 employees and is scaling operations across Brazil, with active hiring in data, product, sales, and operations roles.

HeadquartersSão Paulo

Company Size201–500 employees

Founded2017

Hiring MarketsBrazil

Frequently Asked Questions

What tech stack does Medway use?

Python, Django, Databricks, PySpark, Airbyte for data pipelines; Metabase and Tableau for analytics; Zendesk for support; n8n and Zapier for automation; AWS and GCP for cloud infrastructure; HubSpot for CRM; Pagar.me for payments.

What is Medway working on?

AI-driven content production pipelines, automated educational content workflows, scalable data ingestion platforms, Metabase semantic layers, CRM-system integrations, and Zendesk AI resolution optimization to reduce operational bottlenecks.

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How this profile is built

Medway's technology stack, projects, and hiring signals are inferred from public hiring and company data — career pages, public listings, and company web presence — then clustered and de-duplicated. Figures are estimates that refresh over time. Read our full methodology →

This is not an official vendor or customer list. It is a technology-adoption signal inferred from public data, intended for B2B research.