AI & Machine Learning Services for Hill Top 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 Hill Top 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 Hill Top 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 Hill Top 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation as a reliable innovator across the nation. With our headquarters based in Hill Top, New South Wales, Australia, we're committed to supporting local businesses like yours throughout this region. At COLETTEK, we understand that innovation is crucial for driving growth and success in today's fast-paced business landscape. That's why we've built a reputation as a trusted partner for companies seeking cutting-edge product development, engineering expertise, and collaborative support. With a deep understanding of the unique challenges and opportunities facing businesses in Hill Top, New South Wales, Australia, we're well-equipped to help you overcome obstacles and seize new opportunities. Our team of multidisciplinary experts draws on their collective experience to develop innovative solutions that meet your specific needs. From conceptualization to design and implementation, we'll work closely with you to ensure our collaborative efforts align with your vision and goals. Whether it's refining existing processes or exploring new technologies, we're dedicated to delivering results that exceed your expectations. Throughout our history, we've had the privilege of partnering with businesses in Hill Top, New South Wales, Australia, as well as those operating across regional boundaries. We take pride in our flexibility, ability to adapt, and commitment to providing tailored support that addresses each client's distinct needs. When you partner with COLETEK, you gain access to a wealth of knowledge, expertise, and industry acumen, empowering your business to achieve remarkable success. So why settle for anything less than exceptional results when working with a trusted partner in Hill Top, New South Wales, Australia? At COLETTEK, we're dedicated to helping local businesses like yours flourish through innovative product development, engineering excellence, and collaborative problem-solving. Let's build something remarkable together!