AU-AI LTD designs, trains and deploys custom computer vision and machine learning systems for businesses. Led by Dr. Alexander Ulrichsen with over five years experience developing & deploying AI for industry.
Data, training, evaluation and deployment — handled end to end, or dropped into your existing pipeline.
Practical AI, scoped to what your business actually needs — not a proof-of-concept that stalls after the demo.
Classification, detection, identification and segmentation systems trained on your data — from first prototype through to a model that holds up in the real world.
Beyond vision: predictive models, time-series and decision systems built with the same rigour, tailored to the problem rather than a template.
Models are only useful running somewhere. I handle deployment, inference pipelines and ongoing technical support once the system is live.
A few projects that show the range — from agriculture to logistics to finance.
Facial-recognition-style CNN and vision transformer models to identify individual cows from image alone — later extended into an auxiliary tool for RFID systems.
Operational Neural Networks and novel preprocessing to enhance the spatial resolution of hyperspectral imagery, outperforming standard CNN approaches.
Multi-view CNN and YOLO-based detection for automated LEGO identification and sorting, with state-of-the-art augmentation for domain adaptation.
An Actor-Critic reinforcement learning agent that reads live market data and executes cryptocurrency trades in real time.
The person behind the model.
I'm Alexander — an AI engineer with a PhD in deep learning for image processing from the University of Strathclyde, and over five years experience building computer vision & AI systems that ship.
I currently provide AI engineering services to businesses, mainly focusing on developing and deploying image-processing models, but also provide consultation services on other AI topics, including dataset quality and inference pipelines.
AU-AI LTD is where I take that experience and build for businesses directly — computer vision and AI systems scoped to your actual problem, from first data pull to a model running in production.
Tell me what you're working on — I'll get back to you with honest thoughts on whether it's a good fit and what it would take.
aulrichsen97@gmail.com