AI & Machine Learning Services for Fraser 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 Fraser 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 Fraser 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 Fraser 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.

In the heart of Fraser, Australian Capital Territory, businesses are thriving thanks to innovation and forward-thinking approaches. As a local leader in engineering and product development, COLETEK is committed to empowering these ventures with game-changing solutions. With over two decades of experience, COLETEK has established itself as a trusted national partner, offering multidisciplinary expertise that bridges the gap between creativity and feasibility. Based in Fraser, Australian Capital Territory, our team operates throughout Australia, delivering reliable and collaborative support to businesses of all sizes. Whether you’re an entrepreneurial startup or a seasoned corporation, we understand the importance of staying ahead of the curve in today’s fast-paced industry landscape. At COLETEK, we take pride in being a proactive partner that fosters meaningful connections with our clients, empowering them to succeed in their markets. Our national reputation for capability and reliability has been built on the strength of numerous successful projects across diverse industries. From conceptualization to commercialization, our multidisciplinary approach ensures that your product or service is tailored to meet specific market demands. By leveraging our combined knowledge and expertise, we help businesses in Fraser, Australian Capital Territory and beyond bridge the gap between vision and reality. Operating throughout Australia, including Fraser, Australian Capital Territory, COLETEK has gained a reputation for being a trusted extension of your business – working closely with you to transform innovative ideas into tangible solutions. Our team of engineers and product developers collaborate seamlessly, bringing together diverse perspectives and expertise to ensure that your project meets its full potential. If you’re looking for a reliable partner in Fraser, Australian Capital Territory or anywhere throughout Australia, COLETEK is the perfect choice for you. Our commitment to collaboration, innovation, and excellence has earned us a reputation as one of the most respected multidisciplinary engineering and product development companies in the country. Let’s build something remarkable together.