AI & Machine Learning Services for Eaglehawk North 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 Eaglehawk North 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 Eaglehawk North 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 Eaglehawk North 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 region rich in history and culture, Eaglehawk North, Victoria, Australia is the perfect backdrop for innovation and growth. At COLETEK, we're proud to be serving businesses across this vibrant community, providing tailored engineering solutions that drive success.

With over two decades of experience as a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for trusted partnership and collaboration. Our team of experts operates throughout Australia, including Eaglehawk North, Victoria, Australia, to deliver reliable, effective solutions that meet the unique needs of local businesses.

We take pride in our commitment to innovation, taking on complex challenges with a focus on creativity and problem-solving. Whether it's helping a start-up bring their vision to life or supporting an established business achieve new heights, we're dedicated to empowering companies like yours to reach their full potential.

As your partner in engineering excellence, COLETEK brings comprehensive capabilities to the table, combining expertise in design, development, and manufacturing. Our focus is on building strong relationships with local businesses, understanding their specific needs, and delivering tailored solutions that drive results.

From the heart of Australia's engineering hub to the diverse communities we serve across Eaglehawk North, Victoria, Australia and beyond, COLETEK is dedicated to making a meaningful impact through our work. We're excited about the opportunity to partner with local businesses like yours to achieve remarkable things.