AI & Machine Learning Services for Hungerford 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 Hungerford 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 Hungerford 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 Hungerford 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 respected multidisciplinary engineering and product development company established in 2001, COLETEK is dedicated to supporting businesses like yours across Hungerford, New South Wales, Australia. With our team of industry experts, we help entrepreneurs, managers, and owners like you design, develop, and deliver innovative solutions that drive growth, efficiency, and profitability. At COLETEK, we pride ourselves on being a trusted national provider with an impeccable reputation for reliability, collaboration, and capability. We operate throughout Australia, serving businesses across Hungerford, New South Wales, Australia, and beyond. Our unique blend of engineering expertise, market insight, and strategic perspective empowers clients to make informed decisions, overcome complex challenges, and seize opportunities. Whether you're seeking to solve a specific problem or optimize performance in your Hungerford-based business, COLETEK's multidisciplinary team can help. We bring together experts from various fields – mechanical, electrical, software, and more – to deliver tailored solutions that meet the unique needs of your organization. Our experience spans industries and sectors, ensuring you receive advice and support grounded in a deep understanding of the challenges facing businesses like yours. In Hungerford, New South Wales, Australia, and throughout the region, COLETEK is committed to building lasting relationships based on trust, transparency, and mutual value. We take pride in being locally engaged, nationally connected, and globally informed. Our aim is to support your business goals by providing expert counsel, innovative thinking, and hands-on assistance. By partnering with COLETEK, you'll enjoy access to a wealth of knowledge, cutting-edge tools, and collaborative problem-solving expertise. Let us help you navigate the ever-changing landscape of innovation, ensuring your Hungerford-based business stays ahead of the curve.