AI & Machine Learning Services for Mount Harris 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 Harris 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 Harris 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 Harris 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 bustling region in New South Wales, Mount Harris is home to a diverse range of businesses, from manufacturing and logistics to retail and service industries. At COLETEK, we understand the unique challenges and opportunities that come with operating in this dynamic area. Established in 2001 as a multidisciplinary Australian engineering and product development company, we've gained a reputation for delivering innovative solutions that drive growth and success. With years of experience working with businesses across Mount Harris, New South Wales, Australia, we've developed a keen understanding of the region's distinct needs and opportunities. Our team of experts is dedicated to providing tailored support, leveraging our national reputation and expertise in engineering and product development to help local companies thrive. At COLETEK, we're passionate about building strong relationships with businesses in Mount Harris, New South Wales, Australia. We believe that by working closely together, we can unlock new opportunities for innovation, collaboration, and growth. Whether you're looking to launch a new product, optimize your operations, or simply need expert advice, our team is here to support you every step of the way. Operating throughout Mount Harris, New South Wales, Australia, we're proud to be a trusted partner for businesses seeking reliable and capable solutions. From concept to reality, we'll work with you to bring your ideas to life – providing expert guidance on design, development, and manufacturing. In today's fast-paced business environment, it's more important than ever that local companies have access to the right expertise, resources, and support. At COLETEK, we're committed to being a valued partner for businesses in Mount Harris, New South Wales, Australia – supporting your growth and success every step of the way.