CV/ML Engineer (Edge Vision)

Aethreallegence Enterprise LLC is developing computer vision systems for physical retail inventory. The Computer Vision / Machine Learning Engineer will build and evaluate product detection, recognition and tracking models, deploy them on edge hardware, integrate vision components, and document experiments and engineering decisions.

Responsibilities:

• Develop and improve models for product detection, recognition and tracking
• Prepare datasets, review annotations and build repeatable training and evaluation workflows
• Test performance under changing lighting, occlusion, multiple camera views and visually similar products
• Deploy models to edge or embedded hardware and measure accuracy, latency, memory use and throughput
• Apply optimization techniques such as quantization, pruning or mixed precision where appropriate
• Integrate vision components with the wider system
• Document experiments, failure cases and technical decisions
• Collaborate with engineering leads on implementation priorities and validation