Job Description
Software Architect Engineer - Medical Devices
Company: Digestaid
Location: Porto, Portugal - Hybrid
Experience Level: Senior (5-8+ Years)
The Opportunity
We are looking for a Software Architect Engineer to boost our productization efforts of our DigestAID Live application. We aren't looking for someone to train models—we are looking for an architect who can build the engine that runs them.
You will sit at the intersection of Machine Learning, Backend Engineering, and DevOps. Your mission is to ensure our real-time AI models perform with medical-grade reliability on edge devices, while building a robust, scalable backend infrastructure from the ground up.
What You'll Do
ML Productization: Optimize PyTorch models for real-time inference ($<100ms$ latency) using CUDA and TensorRT.
Backend Architecture: Design and maintain high-performance APIs (FastAPI/Flask) and manage complex data persistence using SQLAlchemy 2.x and SQLite.
Vision Pipelines: Build and opti...
Company: Digestaid
Location: Porto, Portugal - Hybrid
Experience Level: Senior (5-8+ Years)
The Opportunity
We are looking for a Software Architect Engineer to boost our productization efforts of our DigestAID Live application. We aren't looking for someone to train models—we are looking for an architect who can build the engine that runs them.
You will sit at the intersection of Machine Learning, Backend Engineering, and DevOps. Your mission is to ensure our real-time AI models perform with medical-grade reliability on edge devices, while building a robust, scalable backend infrastructure from the ground up.
What You'll Do
ML Productization: Optimize PyTorch models for real-time inference ($<100ms$ latency) using CUDA and TensorRT.
Backend Architecture: Design and maintain high-performance APIs (FastAPI/Flask) and manage complex data persistence using SQLAlchemy 2.x and SQLite.
Vision Pipelines: Build and opti...
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