AI & Machine Learning Services for Worlds End 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 Worlds End 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 Worlds End 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 Worlds End 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.

Coletek stands at the forefront of engineering and product development in Australia, with a trusted reputation that spans two decades. Since our inception in 2001, we've had the privilege of collaborating with pioneering entrepreneurs and forward-thinking organizations from across Worlds End, New South Wales, Australia, empowering them to bring their visions to life.

Based in Worlds End, New South Wales, Australia, we've established ourselves as a multidisciplinary company capable of tackling complex engineering challenges. Our team of experts combines creativity, technical expertise, and industry knowledge to deliver innovative solutions that drive real-world impact.

We're proud to operate throughout Worlds End, New South Wales, Australia, supporting local businesses in their pursuit of growth and success. Whether you're a start-up looking to disrupt the status quo or an established player seeking to stay ahead of the curve, we're here to help you turn your ideas into reality.

Coletek's strength lies in our ability to build strong relationships with clients, fostering a collaborative environment that fosters trust and understanding. We take pride in delivering reliable results, time after time, through our commitment to innovative engineering and product development.

As you navigate the ever-changing landscape of Worlds End, New South Wales, Australia's business community, you need a partner who can adapt, innovate, and deliver. With Coletek by your side, you can be confident that our expertise will empower you to make a meaningful difference in your market.