AI & Machine Learning Services for Horsley 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 Horsley 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 Horsley 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 Horsley 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.

Located in the heart of Australia, COLETEK has been a trusted partner for businesses across Horsely, New South Wales, since 2001. As a multidisciplinary engineering and product development company, we pride ourselves on our innovative approach to addressing the unique challenges faced by companies operating in this region. Our reputation as a reliable and collaborative partner has been built over two decades of serving businesses throughout Australia, including those based in Horsley. We understand that each organization is distinct, with its own set of requirements and constraints. That's why we've developed a flexible and adaptable approach to engineering and product development, one that can be tailored to meet the specific needs of companies operating in Horsely, New South Wales. Whether you're an existing business looking to drive growth through new products or services, or an entrepreneur seeking to establish a successful startup in this thriving region, COLETEK is here to support your aspirations. We're committed to delivering engineering solutions that not only meet but exceed expectations, leveraging our collective expertise and experience to help your business thrive. In Horsley and throughout Australia, we've had the privilege of working with companies from various industries, each with its own unique challenges and opportunities. Our team of skilled engineers and product developers has earned a reputation for their ability to collaborate effectively with clients, Listen attentively to their needs, and develop practical, innovative solutions that drive real results. If you're looking for an engineering partner that can help your business in Horsley, New South Wales, or anywhere else in Australia, look no further than COLETEK. We'd be delighted to discuss how our capabilities can support your goals and aspirations.