AI & Machine Learning Services for Leconfield 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 Leconfield 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 Leconfield 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 Leconfield 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 is a trusted partner for businesses seeking innovative solutions that drive growth and success. With over two decades of experience as a multidisciplinary Australian engineering and product development company established in 2001, we've earned a reputation for reliability and collaboration. As a local business owner or technical decision-maker based in Leconfield, New South Wales, Australia, you can count on our expertise to help your organization thrive. Our team operates throughout the country, serving businesses across Leconfield, New South Wales, Australia and beyond. By leveraging our comprehensive capabilities, you'll gain access to cutting-edge engineering and product development solutions tailored to your unique needs. Whether you're looking to streamline operations, enhance customer experience, or create a competitive edge, we'll work closely with you to understand your goals and develop effective strategies. At COLETEK, we take pride in building long-term relationships that foster trust and drive results. By partnering with us, you can tap into our collective expertise and innovative spirit, allowing you to stay ahead of the curve while minimizing risk. As a business operating in Leconfield, New South Wales, Australia, you deserve a trusted ally that understands your local challenges and opportunities. Our commitment to innovation, collaboration, and capability has earned us a national reputation for delivering exceptional results across various industries. When you partner with COLETEK, you're not just getting access to our expertise – you're gaining a reliable collaborator who will work tirelessly to help you achieve your vision. If you're seeking solutions that can truly make a difference in the Leconfield, New South Wales, Australia business community, look no further. Let us leverage our extensive knowledge and resources to help you overcome any obstacle and achieve lasting success. Join forces with COLETEK today and discover the power of innovative engineering and product development.