WhyHireWrong? Tech Stack

Digital health platform with AI-assisted workflows and data pipeline infrastructure

Technology, Information and Internet Tallinn Privately Held

WhyHireWrong builds prescription-grade digital health products (DIGA-compliant) on a modern full-stack: Node.js + React/React Native frontend, MongoDB + Postgres backend, with heavy data infrastructure (dbt, Dagster, BigQuery, PySpark, Vertex AI). The tech-stack shape—full ML/AI stack paired with healthcare compliance tooling—signals a company scaling from product delivery into production ML systems. Hiring accelerating across data (4 roles) and engineering (3) reflects two operational challenges: building an analytics function from scratch while processing billions of signals through ML pipelines.

Tech Stack 45 technologies

Core StackNode.js Angular MongoDB Cypress Docker Figma dbt Dagster Redshift Python Kubernetes Terraform React React Native Next.js Django Webpack BigQuery Apache Airflow PySpark Vertex AI Meteor FHIR Framer SQL GitHub Codespaces React Testing Library GCP Cloud Composer Dataproc+15 more

What WhyHireWrong? Is Building

◆Challenges

Building analytics engineering function from scratch
Identifying gaps in data ecosystem
Design to engineering handoff inefficiency
Gaps in internal processes
Scaling internal ai framework
Reliable production deployment
Scaling ml production
Processing billions of signals

▲Active Projects

Prescription grade digital health products
Diga solutions
Ai-assisted user flows
Complex multi-step flows
Rapid ai-powered prototyping
Ongoing migration of the website to next.js
Expansion of react native across the mobile codebase
Shared cross-platform design library of reusable components
Design and implement data pipelines across product offerings
Improve internal processes

Hiring Activity

Accelerating8 roles · 8 in 30d

Department

Data

Engineering

Product

Seniority

Mid

Senior

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About WhyHireWrong?

WhyHireWrong develops digital health software targeting regulated markets in Europe, with active DIGA certification work. The product spans prescription-grade healthcare workflows, AI-assisted user experience design, and multi-step patient/provider flows. Engineering is distributed across Poland, Germany, and Spain. Current technical priorities include migrating the web platform to Next.js, expanding React Native across mobile, building a shared component library, and scaling production ML infrastructure—all while constructing their data organization from foundational gaps in analytics and pipeline architecture.

HeadquartersTallinn

Hiring MarketsPoland, Germany, Spain

Frequently Asked Questions

What tech stack does WhyHireWrong use?

Node.js, React, React Native, Next.js, MongoDB, Python, dbt, Dagster, BigQuery, GCP, Vertex AI, Kubernetes, Docker, Terraform. Also uses healthcare-specific tooling (FHIR).

What is WhyHireWrong working on?

Prescription-grade digital health products, DIGA-compliant solutions, AI-assisted user flows, Next.js web migration, React Native expansion, data pipelines, and internal ML framework scaling.