AI & Machine Learning Services for Macarthur 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 forMacarthur 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 Macarthur 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 forMacarthur 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 - Your Trusted Partner in Macarthur, Tuggeranong and Beyond

As a business owner in Macarthur, Tuggeranong, Australian Capital Territory, Australia, you know how crucial it is to partner with a company that truly understands your local needs. That's where COLETEK comes in - our team of experts has been working tirelessly to support the Australian business community for years, and we're proud to call Macarthur home. Located at the heart of [Macarthur, Tuggeranong], COLETEK is uniquely positioned to offer the best possible service to local businesses. Our team takes the time to understand your specific needs and challenges, tailoring our approach to suit your unique circumstances. We're not just another company with a flashy website - we're a trusted Australian business working hard to make a positive impact in our community. With years of experience in [industry], COLETEK has earned its reputation as a leader in innovation and customer satisfaction. Our national reach ensures that we can draw on the collective expertise of our team members from all over Australia, providing you with the best possible advice when you need it most. As a local business itself, COLETEK is committed to supporting your growth and development through a range of tailored solutions. We believe in the importance of fostering strong relationships between businesses and communities, and we're dedicated to playing an active role in shaping the future of Macarthur. So why choose COLETEK? Simply put, our commitment to trust, innovation, and local presence sets us apart from other companies vying for your attention. Unlike faceless corporations headquartered overseas, we're a true Australian business that operates by values like integrity, reliability, and hard work. We're not just looking for quick profits - we're invested in making a positive difference in the lives of our clients and their communities. At COLETEK, we take pride in delivering exceptional results, time and again. Whether you need guidance on new technologies, strategic planning, or simply someone to talk to about your business challenges, we're here to lend a helping hand. Our door is always open to [Macarthur], Tuggeranong, Australian Capital Territory, Australia businesses looking for trusted partners who truly understand their needs. Contact Us