AI & Machine Learning Services for Long Point 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 Long Point 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 Long Point 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 Long Point 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 we innovate and evolve, it's essential to have trusted allies by our side. At COLETEK, we've earned a reputation as a multidisciplinary Australian engineering and product development company established in 2001, with a steadfast commitment to delivering exceptional results for businesses across Long Point, New South Wales, Australia. With years of experience under our belt, we've developed the capabilities to support an array of industries, from manufacturing to healthcare. Our team of experts thrives on collaboration, taking the time to genuinely understand your unique challenges and develop tailored solutions that drive real-world impact. As a trusted partner, COLETEK operates throughout Australia, including Long Point, New South Wales, Australia, with a deep understanding of local markets and regulations. What sets us apart? Our capacity for innovation, coupled with our commitment to reliability and capability, allows us to tackle even the most complex problems head-on. By partnering with us, you can rest assured that your business will benefit from cutting-edge thinking, rigorous testing, and robust implementation. Based in Long Point, New South Wales, Australia, we're uniquely positioned to support local businesses, empowering them to take advantage of global opportunities while maintaining a strong connection to their community. When you need expert guidance or innovative solutions for your Long Point-based operation, COLETEK stands ready, leveraging our national reputation and expertise to propel your business forward. Looking to bring your vision to life? Join forces with COELTEK and discover how our multifaceted approach can revolutionize your operations. Let's build something remarkable together – contact us today to get started!