AI & Machine Learning Services for Forbes 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 Forbes 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 Forbes 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 Forbes 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 a business owner in Forbes Creek, New South Wales, Australia, you understand the importance of forming strong relationships with reliable partners who can help drive your growth and success. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001. With over two decades of experience, we've built a reputation for being a trusted advisor to businesses across Forbes Creek, New South Wales, Australia, and throughout the country. Our team of skilled engineers and developers is passionate about collaborating with local businesses to bring innovative solutions to market. By combining our expertise in engineering and product development, we can help you overcome challenges and capitalize on opportunities. Whether you're looking to improve efficiency, reduce costs, or drive new revenue streams, we're here to support your journey every step of the way. As a national company based in Forbes Creek, New South Wales, Australia, COLETEK has developed strong relationships with businesses across Forbes Creek, New South Wales, Australia, and beyond. We understand the unique needs and challenges that arise from operating in this region, and we're well-equipped to provide tailored support to businesses of all sizes. What sets us apart is our focus on reliability, capability, and collaboration. We take the time to listen to your goals and objectives, then work closely with you to develop customized solutions that meet your needs. Our clients appreciate our willingness to roll up our sleeves and get involved in the nuances of their business – from understanding industry-specific challenges to leveraging local expertise. Running a business in Forbes Creek, New South Wales, Australia requires resilience, adaptability, and strategic thinking. At COLETEK, we're committed to being your trusted partner, providing expert guidance and support to help you navigate the opportunities and challenges in this region. Whether you're looking to expand your operations, improve your supply chain, or simply find new ways to drive growth, we're here to help. So why wait? Let's build something remarkable together.