AI & Machine Learning Services for Spicketts 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 Spicketts 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 Spicketts 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 Spicketts 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 a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation for delivering innovative solutions that drive growth and success. With our national presence and commitment to exceptional service, we're proud to call Spicketts Creek, New South Wales, Australia home, serving businesses across this vibrant region. As a trusted partner, we understand the unique challenges and opportunities facing local businesses in Spicketts Creek. That's why we've invested heavily in our capabilities, ensuring that our expertise spans the breadth of engineering disciplines. From conception to implementation, our collaborative approach is designed to streamline your project timelines, optimize performance, and minimize costs. At COLETEK, we're passionate about empowering businesses like yours with cutting-edge solutions that stay ahead of the curve. Based in Spicketts Creek, New South Wales, Australia, and operating throughout, we've developed a deep understanding of the local market and its needs. Our extensive experience working with organizations across various industries has equipped us to tackle even the most complex projects. When you partner with COLETEK, you can rest assured that your project receives the highest level of attention and care. We take pride in our commitment to reliability, transparency, and open communication. By fostering strong relationships built on trust and mutual respect, we've earned a reputation as a go-to engineering and product development company for businesses seeking guidance and support. At COLETEK, we're not just engineers – we're problem-solvers, inventors, and game-changers. Our team of experts shares your passion for innovation and is dedicated to helping you overcome the challenges facing Spicketts Creek's businesses today. So why settle for anything less when you can have the best? Let us showcase our capabilities at a partnership level that will exceed your expectations. From conceptual design to manufacturing, testing, and validation, we'll work tirelessly to realize your vision and set you up for long-term success.