AI & Machine Learning Services for Peak Hill 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 Peak Hill 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 Peak Hill 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 Peak Hill 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.

At COLETEK, we're proud to be a trusted partner for businesses in Peak Hill, New South Wales, Australia and across the nation. With over two decades of experience, we've established ourselves as a multidisciplinary Australian engineering and product development company that brings innovation, reliability, and expertise to the table. Based in Peak Hill, New South Wales, Australia, we're committed to serving businesses like yours with tailored solutions that meet your unique needs. Whether you're an entrepreneur or an existing business owner, we understand the challenges of operating in today's fast-paced market. That's why we've built a reputation for delivering top-notch engineering and product development services that empower our clients to achieve their goals. As a national company, we've had the privilege of working with businesses from diverse industries, each with their own set of hurdles and opportunities. Our multidisciplinary approach allows us to converge expertise from various fields, providing a comprehensive perspective that benefits your organization. From concept through to deployment, we collaborate closely with our clients to understand their requirements, leveraging our collective knowledge and creativity to craft innovative solutions. In Peak Hill, New South Wales, Australia, we recognize the importance of strong local partnerships. We believe in fostering relationships built on trust, transparency, and open communication. Our dedicated team is passionate about understanding your business objectives and developing strategies that drive growth, efficiency, and profitability. By working together, we can achieve remarkable results that benefit not only your organization but also the broader community. If you're looking for a trusted partner to support your engineering and product development needs in Peak Hill, New South Wales, Australia, look no further than COLETEK. With our extensive experience, innovative approach, and commitment to collaboration, we're confident that we can help you overcome challenges, seize opportunities, and build something remarkable.