AI & Machine Learning Services for Macorna 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 Macorna 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 Macorna 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 Macorna 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 trusted ally to businesses across Macorna North, Victoria, Australia and beyond, COLETEK brings together the power of multidisciplinary Australian engineering and product development expertise. With a strong national reputation established since 2001, our extensive experience has equipped us to provide tailored solutions supporting organisations in every corner of the region. We take pride in being based in Macorna North, Victoria, Australia, where we're dedicated to fostering close partnerships with local businesses, just as we do throughout Australia. Our collaborative approach allows us to understand your unique challenges and objectives, empowering informed decision-making that drives results. By leveraging our collective ingenuity, COLETEK's capabilities are designed to amplify the success of Macorna North-based enterprises seeking innovative, reliable solutions. When it comes to complex product development or industrial engineering projects, few can match the comprehensive support we offer. Our engineers don't just design and develop products; they work closely with clients to guarantee seamless integration into existing systems and processes. With COLETEK on your side, you gain a trusted partner committed to delivering exceptional service, backed by years of experience serving businesses across Macorna North, Victoria, Australia. At COLETEK, we're passionate about building lasting relationships and empowering local success stories in the region. We take pride in our role as a key contributor to Macorna North's thriving business ecosystem, where innovative ideas meet practical application. With us at your side, you can rest assured that our combined expertise is always focused on supporting your goals. We invite you to experience the COLETEK difference for yourself. Partner with us and discover how our multidisciplinary approach, engineering prowess, and national reputation can collectively propel your Macorna North-based business forward.