AI Engineer, Computer Vision
Core
Building the AI core for Mill Commercial, an end-to-end solution for managing food waste in commercial kitchens using edge computer vision and agentic systems.
Role type
Senior IC AI Engineer (Computer Vision & Agentic Systems)
Builds
Edge CV models, cloud-side evaluation harnesses, and LLM-driven product features for food service operators.
Domain
Food waste management / Commercial sustainability / Embedded AI
Deliverable
production ML models | product features
Required skills
Computer vision (segmentation, detection, classification, tracking), Deep learning (ConvNets, VLMs), ML pipeline construction, MLOps, Cloud infrastructure management, Edge model deployment, LLM and agent system design
Preferred skills
Video understanding, Foundation models for data annotation, MLOps tooling (W&B, MLflow, SageMaker), Hardware/IoT product experience
Technologies
Python, PyTorch, OpenCV, AWS, Google Cloud, Gemini
Responsibilities
Build and manage end-to-end ML training pipelines including data ingestion, annotation, and retraining; Train and evaluate segmentation, classification, and mass-estimation models; Build cloud-side evaluation harnesses for field model performance; Own MLOps practices including experiment tracking and model versioning; Export and validate models for edge device deployment; Design and build LLM- and agent-powered product features; Analyze failure cases to drive accuracy improvements
Seniority
Senior, hands-on IC
