AI & Machine Learning Services for The Junction 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 The Junction 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 The Junction 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 The Junction 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 passionate about empowering local businesses in The Junction, New South Wales, Australia to succeed and thrive through our multidisciplinary expertise. With over two decades of experience, we've established ourselves as a trusted national brand, providing reliable engineering and product development services to organisations of all sizes. Based in The Junction, New South Wales, Australia, COLETEK has a deep understanding of the unique needs and challenges faced by businesses operating within this region. We're dedicated to serving companies across The Junction, New South Wales, Australia, offering a comprehensive range of solutions to overcome complex engineering hurdles and drive growth. Our team of experts brings together diverse technical capabilities, combining innovative thinking with tried-and-tested methods to deliver exceptional results. COLETEK has earned its reputation for reliability, collaboration and capability, making us the go-to partner for businesses seeking trusted guidance throughout their engineering journey. As a multidisciplinary Australian engineering and product development company founded in 2001, we've had the privilege of supporting businesses across The Junction, New South Wales, Australia and beyond. Our expertise spans various industries and sectors, enabling us to provide tailored solutions that cater to the distinct needs of each client. At COLETEK, we pride ourselves on our ability to forge strong relationships with local businesses in The Junction, New South Wales, Australia. We understand the importance of working closely with clients to design, develop, test and deploy cutting-edge products and technologies that meet their unique requirements. Whether you're looking for engineering advice, product design expertise, or solutions for improving operational efficiency, our team is committed to delivering world-class results that drive value and growth for your organisation. With COLETEK by your side, you can rely on us to navigate the complexities of engineering and bring your innovative ideas to life.