AI & Machine Learning Services for Clarkes Hill 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 Clarkes Hill 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 Clarkes Hill 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 Clarkes Hill 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. With years of experience under our belt, we've built a reputation as trusted advisors and experts in helping businesses across Clarkes Hill, Victoria, Australia drive innovation and growth. Our team of engineers and product developers is grounded in the understanding that every business in Clarkes Hill, Victoria, Australia has unique needs and challenges. That's why we take the time to collaborate with clients, listening carefully to their goals and requirements before offering tailored solutions. By leveraging our expertise in engineering and product development, we empower local businesses like yours to improve operations, enhance customer experiences, and stay ahead of the curve. As a long-standing national player, COLETEK has had the privilege of supporting businesses across Clarkes Hill, Victoria, Australia and throughout Australia. We're committed to investing in the communities where our clients are based, working closely with local stakeholders to drive economic growth and development. At the heart of everything we do is a commitment to reliability, capability, and collaboration. Our team is dedicated to delivering exceptional outcomes that meet the evolving needs of Clarkes Hill, Victoria, Australia's businesses. Whether you're looking to streamline operations, develop new products or services, or simply solve complex engineering challenges, we've got the expertise and resources to help. When it comes to finding a reliable and capable partner for your business in Clarkes Hill, Victoria, Australia, look no further than COLETEK. With our roots firmly planted in Melbourne's innovation ecosystem, we're perfectly positioned to support local businesses across Clarkes Hill, Victoria, Australia as they strive for greatness.