AI & Machine Learning Services for Kendall 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 Kendall 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 Kendall 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 Kendall 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 a thriving rural community in the Mid North Coast region of New South Wales, Australia, Kendall is home to a diverse range of businesses that power the local economy. For over two decades, COLETEK has been proud to serve these businesses across Kendall, New South Wales, Australia, providing trusted engineering and product development solutions that drive innovation and growth. Based in Kendall, New South Wales, Australia, our multidisciplinary team of engineers and experts is dedicated to delivering world-class services to clients throughout the region. With a national reputation built on reliability, collaboration, and capability, we've earned the trust of businesses large and small across Kendall, New South Wales, Australia, from the manufacturing sector to agriculture, construction, and beyond. As an Australian company established in 2001, COLETEK is uniquely positioned to understand the unique challenges faced by businesses operating in Kendall, New South Wales, Australia. Our experienced team takes a holistic approach to engineering and product development, leveraging cutting-edge technologies and innovative problem-solving techniques to drive results that exceed our clients' expectations. Whether you're looking to streamline operations, optimize processes, or launch a new product, COLETEK is your partner for success. By operating throughout Kendall, New South Wales, Australia, we have the privilege of working closely with local businesses, understanding their specific needs, and developing tailored solutions that accelerate growth and profitability. At COLETEK, we're committed to building long-term relationships with our clients in Kendall, New South Wales, Australia, based on mutual respect, open communication, and a shared commitment to excellence. By partnering with us, you can rest assured that your most complex engineering and product development challenges are being tackled by experts who truly care about the success of your business.