AI & Machine Learning Services for Leigh Creek 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 Leigh Creek 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 Leigh Creek 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 Leigh Creek 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 the premier multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for excellence across Leigh Creek, Victoria, Australia. Operating throughout Victoria and nationwide, we're proud to serve businesses of all sizes and industries based in this vibrant town. Since our inception, we've built relationships with numerous local organizations, guiding them toward innovative solutions that drive growth and success. Our experience, innovation, and trusted reputation nation-wide make us an ideal partner for companies seeking reliable engineering and product development capabilities. We understand the unique challenges faced by businesses operating in Leigh Creek, Victoria, Australia, where a strong sense of community coexists with the need for technological advancements. Our team is well-versed in navigating these complexities, leveraging cutting-edge tools and methodologies to deliver tailored solutions that meet our clients' ever-evolving needs. As a trusted advisor, COLETEK collaborates closely with businesses throughout Leigh Creek, Victoria, Australia, from product design and development to process optimization. By bringing together the best minds in engineering, we develop innovative approaches that streamline operations, reduce costs, and enhance competitiveness. Our multidisciplinary expertise encompasses mechanical, electrical, software, and materials disciplines, allowing us to tackle complex projects that require a holistic understanding of interconnected systems. Our commitment to building long-term partnerships has earned us the trust of numerous establishments across Leigh Creek, Victoria, Australia, including those in industries such as manufacturing, healthcare, and agriculture. By working seamlessly with our clients, we help them overcome obstacles, capitalize on opportunities, and thrive in their respective markets. To achieve remarkable results for businesses based in Leigh Creek, Victoria, Australia, COLETEK brings a unique blend of creativity, expertise, and passion to every project. If your organization is seeking to drive growth, improve efficiency, or bring innovative products to market, we're here to support you. Let's work together to create something truly remarkable.