AI & Machine Learning Services for Bournewood 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 Bournewood 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 Bournewood 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 Bournewood 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 trusted partner to businesses in Bournewood, New South Wales, Australia and across the nation, COLETEK is committed to providing innovative engineering and product development solutions that drive growth, efficiency, and profitability. Established in 2001, our multidisciplinary team of experts has proudly served as a catalyst for progress, empowering clients to achieve their objectives through tailored technical expertise. Based in Bournewood, New South Wales, Australia, our team operates from the heart of this vibrant region, allowing us to better understand the unique needs and challenges faced by local businesses. From agriculture and manufacturing to healthcare and finance, we've had the privilege of collaborating with a diverse range of organizations, helping them overcome obstacles and seize new opportunities. At COLETEK, we understand that every business is distinct, presenting its own set of technical challenges and requirements. That's why our team takes time to listen, learn, and adapt, providing bespoke solutions that align with each client's goals and objectives. By combining creativity, engineering expertise, and cutting-edge technology, we support businesses in Bournewood, New South Wales, Australia and beyond to achieve remarkable results. Whether you're seeking assistance with a new product development, optimizing existing processes, or tackling complex technical challenges, our team is committed to delivering reliable, collaborative, and innovative solutions that drive success. By partnering with COLETEK, you can trust that your investment in engineering will yield tangible benefits, empowering your organization to thrive in a rapidly changing environment. As a trusted national player with roots in Bournewood, New South Wales, Australia, we're honored to serve the region's business community and contribute to its continued growth and prosperity. Whether you're an established enterprise or a startup looking for a reliable partner, COLTEK is here to support your aspirations, leverage our collective knowledge, and build a stronger future for businesses in Bournewood, New South Wales, Australia.