AI & Machine Learning Services for Rock Forest 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 Rock Forest 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 Rock Forest 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 Rock Forest 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.

Rock Forest, New South Wales, Australia is a thriving hub of activity, and we're proud to be a part of it. As a seasoned multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for reliability, collaboration, and capability that stretches across the country. Our team is committed to supporting businesses in Rock Forest, New South Wales, Australia and throughout Australia with innovative solutions that meet their unique needs. By combining decades of experience with cutting-edge engineering expertise, we're able to help local employers overcome complex challenges and achieve their goals. Whether you're looking to optimize processes, develop new products, or enhance your technology infrastructure, our team is dedicated to providing tailored support that empowers your success. As a leader in the Australian industry, COLETEK has built a reputation for trustworthiness and dedication that we proudly uphold. Our approach is centered on fostering strong relationships with clients across Rock Forest, New South Wales, Australia, and beyond. We believe that when businesses and communities come together to achieve shared objectives, the results are nothing short of remarkable. By leveraging our collective expertise, local entrepreneurs, manufacturers, and innovators can drive growth, create jobs, and shape a brighter future for themselves and the next generation. As you navigate the ever-evolving landscape of Rock Forest, New South Wales, Australia's dynamic business sphere, COLETEK stands ready to support your vision. Our team is well-versed in the needs and opportunities that exist for businesses operating throughout this region, from embracing digital transformation to embracing sustainable practices. We're here to help you capitalize on new chances, build partnerships, and amplify your impact.