AI & Machine Learning Services for Upper Horseshoe Creek 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 Upper Horseshoe Creek 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 Upper Horseshoe Creek 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 Upper Horseshoe Creek 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.

For businesses across Upper Horseshoe Creek, New South Wales, Australia, and throughout the nation, COLETEK stands out as a multidisciplinary Australian engineering and product development company established in 2001. Our team of experts is dedicated to delivering innovative solutions that meet the unique needs of local companies. As a trusted player in the industry, we pride ourselves on our reputation for reliability, collaboration, and capability. Having spent two decades serving businesses across Upper Horseshoe Creek, New South Wales, Australia and beyond, COLETEK has developed a comprehensive understanding of the regional market and regulatory environment. Our experience working with companies based in Upper Horseshoe Creek, New South Wales, Australia enables us to provide tailored support that addresses local challenges and opportunities. COLETEK's multidisciplinary approach combines expertise from various fields, allowing our team to develop holistic solutions that tackle complex technical problems. Our engineers and product developers work closely together, leveraging their collective knowledge to deliver cutting-edge products and services that meet the highest standards of quality and performance. Operating throughout Australia, including Upper Horseshoe Creek, New South Wales, Australia, we take pride in being a local business with a national reputation for excellence. As your trusted partner in engineering and product development, COLETEK is committed to supporting businesses across Upper Horseshoe Creek, New South Wales, Australia as they pursue their goals and ambitions. By partnering with us, you can rely on our expertise, innovation, and collaboration to bring your vision to life. Whether you're looking to improve existing processes or develop new products, our team will work closely with yours to deliver exceptional results. So why choose COLETEK? We are a multidisciplinary Australian engineering and product development company established in 2001, serving businesses across Upper Horseshoe Creek, New South Wales, Australia and throughout the nation. Our reputation is built on trust, reliability, and capability, and we're dedicated to delivering remarkable solutions that exceed expectations.