AI & Machine Learning Services for Lake Bathurst 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 Lake Bathurst 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 Lake Bathurst 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 Lake Bathurst 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. Over the past two decades, our team has worked tirelessly to establish us as a trusted partner for businesses operating throughout Australia, including Lake Bathurst, New South Wales. Based in Lake Bathurst, New South Wales, Australia, we've had the privilege of serving local businesses and playing a crucial role in driving innovation across various industries. Our commitment to delivering exceptional results, collaboration, and dedication to understanding our clients' unique needs has earned us a reputation as a reliable partner in product development and engineering. As a company that operates throughout Lake Bathurst, New South Wales, Australia, we know the value of building strong relationships with local businesses. At COLETEK, we're passionate about working closely with entrepreneurs, CEOs, and decision-makers to help them achieve their goals and grow their companies. With our multidisciplinary team, comprising experts in engineering, product development, and more, we offer a range of capabilities that enable us to tackle complex projects across various sectors. Throughout Lake Bathurst, New South Wales, Australia, and beyond, COLETEK has earned a reputation for delivering high-quality, innovative solutions that drive results. By combining our expertise with your passion and vision, we can help your business thrive in today's competitive market. Whether you're looking to develop new products, enhance existing ones, or transform your operations, we're here to support you every step of the way. So why choose COLETEK for your engineering and product development needs in Lake Bathurst, New South Wales, Australia? The answer is simple: our commitment to collaboration, reliability, and innovation has earned us a trusted reputation throughout Australia. When you partner with us, you can be confident that you're working with experts who understand the unique challenges faced by businesses operating in Lake Bathurst, New South Wales.