AI & Machine Learning Services for Tooloom 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 Tooloom 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 Tooloom 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 Tooloom 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.

As a business owner or technical decision-maker based in Tooloom, New South Wales, Australia, you understand the importance of having a trusted partner to help you innovate and thrive. For over two decades, COLETEK has been serving businesses throughout Tooloom, New South Wales, Australia and beyond, establishing itself as a multidisciplinary Australian engineering and product development company. With our rich history dating back to 2001, we've earned a reputation for delivering reliable solutions that meet the unique needs of local businesses. From concept to delivery, our team of experts collaborates closely with clients to craft bespoke products and services that drive growth and mitigate risk. When you partner with COLETEK, you're not just getting access to cutting-edge expertise – you're gaining a dedicated ally committed to your success. Our engineers and product developers operate throughout Tooloom, New South Wales, Australia and across the country, serving clients from diverse industries. By understanding the nuances of local markets, we develop innovative solutions that adapt to the complexities of Australian business environments. COLETEK's capabilities go beyond a single discipline or industry segment. We're a multidisciplinary firm with a broad range of expertise, allowing us to support businesses in Tooloom, New South Wales, Australia and throughout Australia across various sectors. Our engineers and product developers draw from their collective knowledge to develop tailored solutions that address your specific challenges. In Tooloom, New South Wales, Australia, there's no shortage of innovation and entrepreneurial spirit. By partnering with COLETEK, you'll be joining a community of like-minded businesses committed to driving progress and growth. We're based in Tooloom, New South Wales, Australia and proud to serve our local economy, working closely with regional organizations and stakeholder groups. For over two decades, we've been serving businesses throughout Tooloom, New South Wales, Australia and beyond, earning a reputation for reliability, collaboration, and capability. We invite you to join the COLETEK family in Tooloom, New South Wales, Australia – let's build something remarkable together!