AI & Machine Learning Services for Luskintyre 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 Luskintyre 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 Luskintyre 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 Luskintyre 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 COLETEK, we're proud to have established ourselves as a trusted and innovative multidisciplinary engineering and product development company since 2001. With our strong national presence, we've been serving businesses across Luskintyre, New South Wales, Australia and throughout the country, helping them achieve their goals and overcome challenges. As a local business owner or decision-maker in Luskintyre, you know how important it is to partner with an organisation that understands your unique needs and can provide tailored support. That's where we come in – our team of experts is dedicated to delivering reliable, collaborative, and effective solutions that meet the complex demands of businesses like yours. Based in Luskintyre, New South Wales, Australia, we've built a reputation for being agile, responsive, and committed to innovation. Whether you operate in manufacturing, agriculture, or another industry, our goal is to provide you with the right engineering and product development expertise to drive growth and success. Operating throughout Luskintyre, New South Wales, Australia, we've developed strong relationships with local businesses, understanding their distinct challenges and opportunities. By working closely with you, we can help identify areas for improvement and develop targeted solutions that meet your specific needs. At COLETEK, we're not just a provider of engineering services – we're partners in your success. Our approach is centered around collaboration, reliability, and capability. We believe that by partnering together, we can build something remarkable, unique to your business, and that drives you forward. As you look for an ally in achieving your business goals in Luskintyre, New South Wales, Australia, we invite you to consider working with us. Our team is committed to delivering exceptional results, exceeding expectations, and building long-term relationships.