AI & Machine Learning Services for Maldon 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 Maldon 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 Maldon 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 Maldon 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 partner for businesses in Maldon, Victoria, Australia, COLETEK is proud to have established itself as a multidisciplinary Australian engineering and product development company over the past 20 years. Our commitment to innovation, reliability, and collaboration has earned us a reputation that transcends borders, making us a sought-after partner for companies looking to expand their capabilities. Based in Maldon, Victoria, Australia, we operate throughout the region, serving businesses across the area with tailored solutions that address their unique needs. As experts in engineering and product development, we take pride in our ability to listen attentively to clients' requirements, work closely alongside them to understand their challenges, and deliver innovative, reliable, and cost-effective solutions. Our team of dedicated professionals has a deep understanding of what it takes to succeed in the competitive business landscape. We leverage our expertise in engineering, product development, and project management to help companies enhance their products, services, or processes, ultimately driving growth, efficiency, and profitability. By partnering with COLETEK, businesses in Maldon, Victoria, Australia can gain access to cutting-edge technologies, methodologies, and best practices that accelerate innovation, reduce risk, and increase the likelihood of achieving project goals. We take the time to get to know our clients' operations intimately, allowing us to identify areas for improvement and provide tailored support to overcome any obstacles. Whether you're looking to launch a new product, upgrade existing systems, or navigate regulatory hurdles, our team is committed to providing personalized attention, expert guidance, and reliable execution. Our goal is simple: to help businesses in Maldon, Victoria, Australia and beyond thrive through the seamless integration of technology, people, and process.