AI & Machine Learning Services for Clear 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 Clear 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 Clear 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 Clear 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 heartbeat of industry and innovation in Clear Creek, New South Wales, Australia, local businesses know that partnering with a trusted and experienced partner can be a game-changer. Since 2001, COLETEK has been supporting entrepreneurs and business leaders across the region, empowering them to achieve their goals and ambitions.

Based in Clear Creek, New South Wales, Australia, we've established ourselves as a multidisciplinary Australian engineering and product development company with a national reputation for delivering reliable solutions. Our expert team is dedicated to collaboration, capability, and results-driven innovation that benefits your business. Whether you're an entrepreneur or an established player in the industry, our objective is to help you navigate the ever-changing landscape of Clear Creek, New South Wales, Australia's thriving economy.

We understand that each business has unique challenges and aspirations. As such, we've designed our approach to be adaptable and tailored to meet your specific needs. Our engineering and product development capabilities span multiple disciplines, allowing us to offer broad support for businesses in Clear Creek, New South Wales, Australia. From conceptualization through implementation and maintenance, our trusted partnership is built on a foundation of mutual respect, open communication, and unwavering commitment to delivering exceptional results.

Throughout the years, we've had the privilege of supporting numerous businesses in Clear Creek, New South Wales, Australia, helping them to stay ahead of the curve and achieve success. We're proud to have played a part in many local success stories, and we're eager to do the same for you.