AI & Machine Learning Services for Cathcart 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 Cathcart 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 Cathcart 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 Cathcart 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 a reputation for delivering reliable solutions that address the unique needs of businesses across Cathcart, Victoria, Australia. Our team of talented engineers, designers, and developers collaborates closely with local clients to develop innovative products and systems that drive growth, improve efficiency, and enhance customer experiences. With extensive experience supporting businesses throughout Australia, we understand the importance of building strong relationships with companies like yours in Cathcart, Victoria, Australia. At COLETEK, we're committed to providing unwavering support, expertise, and resources to help you overcome the challenges you face. From product development and manufacturing to consulting and engineering services, our capabilities are designed to help your business thrive. By partnering with COLETEK, you can count on receiving high-quality solutions that meet the highest standards of engineering excellence. Our team is well-equipped to tackle a wide range of projects across various industries, from mining and agriculture to healthcare and consumer products. With us, you can expect: * Reliable partners who understand your needs and goals * Innovative engineering solutions tailored to your unique requirements * Collaborative teamwork that fosters open communication and trust * Expertise gained through years of experience supporting businesses in Cathcart, Victoria, Australia and beyond As a trusted national reputation for delivering exceptional results, our expertise is second-to-none. We're dedicated to serving the business community in Cathcart, Victoria, Australia and empowering local entrepreneurs to drive growth, innovation, and prosperity. So why settle for anything less than the best? Partner with COLETEK today and let's build something remarkable together across the region.