AI & Machine Learning Services for Aberdeen Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Aberdeen or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Aberdeen services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in for Aberdeen or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

As a leading multidisciplinary engineering and product development company established in 2001, COOLETK has earned a trusted reputation across Australia. For businesses serving the thriving region of Aberdeen, New South Wales, Australia, we're committed to delivering reliability, collaboration, and capability that drives growth.

Innovative problem-solvers with a passion for engineering, our team is well-versed in understanding your unique challenges and developing targeted solutions. With roots firmly planted in Aberdeen, New South Wales, Australia, and a national presence across the country, we're poised to support your organization's goals.

Aberdeen, New South Wales, Australia is an economic powerhouse, driven by industries like manufacturing, energy, and agriculture. As a trusted partner for local businesses operating throughout this region, COOLETK leverages our collective expertise in engineering design, product development, and delivery to help you succeed. Our seasoned professionals work closely with you to address complex challenges head-on.

For Aberdeen, New South Wales, Australia-based companies seeking to innovate, optimize, or simply maintain a competitive edge, we facilitate seamless collaboration and open communication. Leveraging our extensive network of industry connections, cutting-edge tools, and in-house expertise, COOLETK empowers your enterprise to push boundaries, accelerate growth, and achieve unparalleled success.

Whether you're a local business seeking strategic insights or a regional organization expanding across the nation, we invite you to explore the possibilities with COLETK. Our national presence allows us to operate throughout Aberdeen, New South Wales, Australia and beyond. With our dedicated team behind your venture, rest assured that engineering excellence will be just a call away.