AI & Machine Learning Services for Toms Creek 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 Toms Creek 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 Toms Creek 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 Toms Creek 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 the trusted national partner for Australian businesses seeking innovative engineering and product development solutions, COLETEK has been a driving force in the industry since 2001. With roots firmly planted in our nation's heartland and a presence that spans the country, we're proud to serve businesses across Toms Creek, New South Wales, Australia, and beyond.

At COLETEK, our multidisciplinary team of experts brings together expertise from engineering, product design, project management, and quality assurance. We're not just engineers; we're collaborators who work closely with clients to understand their needs and aspirations. Our commitment to reliability, innovation, and customer satisfaction has earned us a reputation as a dependable partner for businesses in Toms Creek, New South Wales, Australia.

Our team is dedicated to delivering results-oriented solutions that exceed expectations. We take the time to understand your unique challenges and tailor our approach to meet your needs. Whether you're looking to streamline operations, improve product performance, or develop cutting-edge technology, we've got the expertise to help. Operating throughout Australia, including Toms Creek, New South Wales, Australia, COLETEK is the trusted choice for businesses seeking a collaborative engineering partner that truly understands the Australian market.

As your go-to partner for engineering and product development in Toms Creek, New South Wales, Australia, we're confident that our capabilities and expertise will support your business goals. Let us bring together our collective knowledge and experience to build something remarkable with you. We'd love the opportunity to discuss how COLETEK can serve businesses across Toms Creek, New South Wales, Australia.