AI & Machine Learning Services for Mawson 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 Mawson 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 Mawson 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 Mawson 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.

Proudly based in Mawson, Australian Capital Territory, and with a trusted national reputation, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. For over two decades, we have been serving businesses across Mawson, Australian Capital Territory, and throughout Australia, empowering them to achieve their goals through innovative solutions. At COLETEK, we don't just deliver technical expertise; we partner with local businesses like yours to drive meaningful change. Our team consists of seasoned professionals who understand the unique challenges faced by entrepreneurs and business leaders in Mawson, Australian Capital Territory. By combining cutting-edge engineering knowledge with a deep understanding of your industry, we create customised solutions that help you stay ahead of the curve. What sets us apart is our commitment to collaboration and reliability. We take the time to listen to your needs, working closely with you to understand your pain points and goals. Our experts then draw upon their diverse skillset to develop products and services that are tailored to your specific requirements. This human-centric approach has earned us a reputation for being a trusted partner in Mawson, Australian Capital Territory, and beyond. By choosing COLETEK, you tap into our collective expertise – honed through years of experience in various industries. We've worked with businesses across the region, supporting their growth and helping them navigate complex technical challenges. Our capabilities extend far beyond traditional engineering boundaries; we craft solutions that incorporate innovative thinking, creativity, and a passion for problem-solving. As a business leader in Mawson, Australian Capital Territory, you understand the importance of forging strong partnerships. At COLETEK, we're committed to being a reliable ally, providing exceptional support every step of the way. Our local presence allows us to stay attuned to your community's unique needs and requirements, ensuring that our solutions are always tailored to your specific context. So why wait? Let Mawson-based COLETEK help you take your business to the next level. Together, let's drive innovation and growth – leveraging our collective expertise to create a brighter future for your organization. Contact us today to explore how we can support your local Mawson, Australian Capital Territory, initiatives.