AI & Machine Learning Services for Mount Knowles 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 Mount Knowles 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 Mount Knowles 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 Mount Knowles 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.

Mount Knowles, a thriving region in Australia's New South Wales, is home to many visionary entrepreneurs and business leaders. As these local champions navigate their growth journeys, they often require expert guidance, technical expertise, and innovative solutions to drive success. This is where COLETEK comes into the picture – a multidisciplinary Australian engineering and product development company established in 2001. With our team based in Mount Knowles, New South Wales, Australia, we have developed a deep understanding of local industries, businesses' challenges, and opportunities. For over two decades, COLETEK has built an impressive national reputation for delivering comprehensive, reliable solutions that drive growth and profitability. Our talented team of engineers and product development specialists works collaboratively with clients to design, develop, test, and optimize their products and services. This synergistic approach enables us to create innovative, market-viable solutions that meet the unique needs of businesses operating throughout Mount Knowles, New South Wales, Australia. Our commitment to Mount Knowles, New South Wales, Australia is unwavering. We take pride in supporting local businesses across various sectors – from agriculture and manufacturing to healthcare and services. Our objective goes beyond mere technical support; we strive to understand our clients' goals, values, and vision, empowering them to achieve their aspirations. COLETEK's expertise spans diverse areas of engineering and product development, encompassing all aspects of design, testing, and deployment. From initial concept phase to final production-ready prototype, we guide businesses through every stage, ensuring seamless integration with their existing operations and systems. Our extensive portfolio showcases an impressive array of successful projects that have enabled local businesses to gain a competitive edge in the market. For entrepreneurs and business leaders in Mount Knowles, New South Wales, Australia seeking trusted partners for their engineering and product development needs, COLETEK is the natural choice. By working with our team, you can rest assured that your project will be handled by experienced professionals who understand the unique dynamics of your local industry. Whether you're looking to launch a new product, optimize an existing process, or simply need dependable support, we have got you covered. Mount Knowles, New South Wales, Australia relies on innovative, forward-thinking businesses like yours to drive growth and prosperity in the region. At COLETEK, we are dedicated to supporting these visionaries by providing exceptional engineering and product development services that meet their distinctive needs. Let's get started today!