AI & Machine Learning Services for Borenore 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 Borenore 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 Borenore 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 Borenore 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.

At the forefront of innovation and technical expertise, COLETEK has been transforming the engineering landscape since its establishment in 2001. As a multidisciplinary Australian engineering and product development company, we have built our reputation on the pillars of reliability, collaboration, and capability. Our unwavering commitment to delivering exceptional results has earned us a trusted national presence, making us the go-to partner for businesses across Borenore, New South Wales, Australia. Located at the heart of Borenore, New South Wales, Australia, we bring our unique blend of knowledge, skills, and experience to support local businesses. Through our collaborative approach, we empower companies in the region to achieve their goals, overcome challenges, and stay ahead of the curve. Our expertise spans multiple disciplines, enabling us to tackle complex engineering projects that require a comprehensive understanding of diverse technologies. In Borenore, New South Wales, Australia, we have seen firsthand the transformative power of effective engineering. By leveraging our extensive capabilities and national network, we help local businesses navigate the ever-evolving landscape, ensure operational efficiency, and prepare for future growth. Our dedication to supporting entrepreneurial spirit and fostering innovation makes us an invaluable resource for companies seeking a strategic partner that can help them overcome technical hurdles. Whether you're exploring new product development opportunities, upgrading your operations, or seeking cutting-edge engineering solutions, COLETEK is here to guide you every step of the way. Our reputation as a trusted partner in Borenore, New South Wales, Australia and throughout Australia is built on our ability to deliver tailored, reliable solutions that meet and exceed client expectations. In an era characterized by rapid technological advancements, it's essential to have a reliable ally like COLETEK by your side. Our team of seasoned engineering professionals is passionate about empowering local businesses in Borenore, New South Wales, Australia to thrive in today's competitive landscape.