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

In the picturesque town of Peak View, nestled in the heart of New South Wales, Australia, businesses thrive on community spirit and innovative thinking. As a leading multidisciplinary Australian engineering and product development company established in 2001, COLETEK stands ready to support local organizations in their pursuit of success.

With deep roots in engineering innovation and a trusted national reputation, COLETEK serves businesses across Peak View, New South Wales, Australia, delivering tailored solutions that drive reliability, collaboration, and capability. Our team's expertise spans multiple disciplines, facilitating seamless integration with clients' existing operations and long-term goals.

For decades, COLETEK has earned a reputation as a reliable partner for organizations seeking cutting-edge engineering solutions. Based in Peak View, New South Wales, Australia, we operate throughout the country, providing localized support to businesses of all sizes. Our commitment to delivering innovative products and services means that our clients can focus on their core operations while leveraging our expertise in design, development, testing, and implementation.

In serving businesses across Peak View, New South Wales, Australia, COLETEK strives to bridge the gap between engineering innovation and commercial application. By fostering a culture of collaboration and knowledge-sharing, we empower local organizations to overcome complex challenges and realize their full potential.

As the region's economic landscape continues to evolve, COLETEK stands at the forefront, prepared to support Peak View's businesses in navigating the complexities of product development, engineering, and manufacturing. Our team's expertise lies not just in delivering exceptional outcomes but also in understanding the unique needs and aspirations of local organizations.

If your organization is looking for a trusted partner to help drive innovation and growth, look no further than COLETEK. Operating throughout New South Wales, Australia, with a strong presence in Peak View, we invite you to explore our capabilities and learn how our expertise can benefit your business.