At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Earlwood 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 Earlwood 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 Earlwood 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 Earlwood Together
If you're based in for Earlwood 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 Earlwood Experience!
Trusted Engineering and Product Development Partner for Earlwood Businesses
As a local business owner in Earlwood, New South Wales, Australia, you understand the importance of partnering with reliable companies that can help drive your organization's growth. COLETEK is proud to be a multidisciplinary Australian engineering and product development company established in 2001, bringing over two decades of expertise to support businesses like yours across Earlwood, New South Wales, Australia.
With our national reputation for innovation and trusted guidance, we've had the privilege of working with numerous organizations across various industries throughout Australia. Our experienced team is dedicated to delivering exceptional results, streamlining processes, and fostering long-term partnerships that drive success. Operating throughout, including Earlwood, New South Wales, Australia, we're uniquely positioned to understand your unique challenges and offer tailored solutions to enhance your competitiveness.
By choosing COLETEK as your trusted engineering and product development partner, you can leverage our capability to tackle complex projects, ensuring reliability, collaboration, and dedication throughout the process. Whether you're looking to develop new products, improve processes, or enhance operations, we'll work closely with you to achieve your goals.
We believe in building strong relationships, which is why many of our clients have been working with us for years. As a trusted partner, we take pride in being approachable, responsive, and committed to delivering exceptional results that exceed expectations. Based in Earlwood, New South Wales, Australia, we're well-positioned to serve businesses across the region and provide personalized support whenever you need it.
If you're looking for a reliable engineering and product development partner to help drive your business forward, look no further than COLETEK. Serving businesses across Earlwood, New South Wales, Australia, we're the trusted choice for organizations seeking innovative solutions that drive growth. Get in touch with us today, and let's build something remarkable together.
