AI & Machine Learning Services for Hawkhurst 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 Hawkhurst 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 Hawkhurst 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 Hawkhurst 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 the trusted partner for businesses across Hawkhurst, Victoria, Australia and throughout Australia, COLETEK has earned a reputation for delivering innovative engineering solutions that drive growth and efficiency. Established in 2001 as a multidisciplinary Australian engineering and product development company, we've had decades to hone our skills and develop a deep understanding of the unique challenges faced by local industries. Based in Hawkhurst, Victoria, Australia, our team is well-positioned to provide support to businesses operating in this region. Our experts have extensive experience in industrial manufacturing, with a proven track record of developing products and processes that increase productivity, reduce costs, and enhance overall competitiveness. Whether you're an existing business looking to improve your operations or a start-up seeking to establish itself as a market leader, COLETEK can help. Our company prides itself on its collaborative approach, working closely with clients to understand their needs and develop tailored solutions that meet those requirements. We've helped numerous businesses throughout Hawkhurst, Victoria, Australia achieve remarkable results by applying our expertise in engineering, product development, and project management. By leveraging our capability and reliability, you can rest assured that your business will reap the benefits of our expertise. By partnering with COLETEK, you'll have access to a team of experienced engineers and product developers who are committed to delivering exceptional outcomes. Our capabilities extend from design and prototyping to testing and production, allowing us to provide comprehensive support for any stage of your project. Whether you're looking to develop new products, improve existing processes, or optimize production workflows, we can help. In Hawkhurst, Victoria, Australia and beyond, COLETEK is recognized as a trusted partner for businesses seeking to drive innovation and growth. Let's build something remarkable together.