At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Cascade 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 Cascade 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)
Why AI & Machine Learning Services for Cascade Clients Choose COLETEK
- 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.
Let’s Build Practical AI & Machine Learning Services for Cascade Together
If you're based in for Cascade 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.
We have long-standing AI & Machine Learning Services for Cascade Experience!
Serving Businesses in Cascade, New South Wales, Australia: COLETEK's Reliable Engineering and Product Development Partnership
In the picturesque town of Cascade, New South Wales, Australia, local businesses are at the heart of the community. At COLETEK, we understand the importance of reliable engineering and product development support to propel these entrepreneurs forward.
As a multidisciplinary Australian engineering and product development company established in 2001, our national reputation is built on trust, innovation, and commitment to delivering exceptional results. With our expertise spanning diverse sectors, we're well-equipped to foster strong partnerships that drive growth for businesses across Cascade, New South Wales, Australia.
Our collaborative approach empowers clients to overcome obstacles and capitalize on opportunities, ensuring their products or services are world-class and customer-centric. We operate throughout Australia, including in the heart of Cascade, working closely with local stakeholders to develop tailored solutions that meet their unique needs and goals.
At COLETEK, we don't just deliver engineering and product development services – we form lasting connections with our clients, combining creativity, technical expertise, and business acumen to achieve remarkable results. Whether you're seeking innovative solutions or looking to improve operational efficiencies, our team is dedicated to helping your Cascade, New South Wales, Australia-based business thrive in today's competitive landscape.
In the ever-evolving business environment of Cascade, New South Wales, Australia, you need a trusted partner that can provide unwavering support. As a renowned Australian engineering and product development company, COLETEK is committed to being your reliable guide, empowering you to tackle challenges head-on and seize opportunities with confidence.
Your partnership begins here – engage our expertise in Cascade, New South Wales, Australia, and discover how we can help drive your business forward. Let's build something remarkable together.
