AI & Machine Learning Services for Hillvue 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 Hillvue 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 Hillvue 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 Hillvue 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. Our national reputation for reliability, innovation, and collaboration makes us the trusted partner of choice for businesses across Hillvue, New South Wales, Australia. As a local presence based in Hillvue, New South Wales, Australia, we're committed to supporting enterprises like yours in our region. Whether you're seeking expert guidance, strategic partnerships, or innovative solutions, our team is here to help. Leveraging our extensive experience and capabilities, we'll work closely with you to understand your unique needs and develop tailored strategies that drive results. At COLETEK, we believe that a deep understanding of local markets and industries is essential for delivering exceptional outcomes. That's why our team is dedicated to serving businesses across Hillvue, New South Wales, Australia. We're passionate about helping local entrepreneurs, small to medium-sized enterprises, and larger corporations in the area achieve their goals through innovative engineering and product development. With a strong track record of delivering projects on time, within budget, and to the highest standards, COLETEK has earned a reputation for reliability, trustworthiness, and technical expertise. Whether you're looking to launch new products, streamline processes, or enhance business performance, we'll partner with you every step of the way. Our capabilities extend beyond traditional engineering boundaries, encompassing product development, design, testing, and implementation. We're dedicated to helping Hillvue, New South Wales, Australia businesses like yours thrive in today's fast-paced market. By leveraging our collective expertise and national network, we'll support your growth ambitions, ensuring long-term success. Looking for a trusted partner to help steer your business forward? Come to COLETEK, where local expertise meets national capabilities. Let your Hillvue, New South Wales, Australia neighbors and peers know that you're not just seeking a provider – you're seeking a true collaborator who can help you build something remarkable together.