AI & Machine Learning Services for Peakhurst 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 Peakhurst 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 Peakhurst 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 Peakhurst 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 multidisciplinary Australian engineering and product development company established in 2001. With a national reputation built on trust, reliability, and collaboration, our team is dedicated to bringing innovative solutions to businesses across Peakhurst, New South Wales, Australia. Operating throughout Australia, including right here in Peakhurst, we've had the privilege of supporting local businesses with their technical needs for many years. Our engineers bring diverse backgrounds and expertise to the table, enabling us to tackle complex problems from multiple angles. This unique blend of skills allows us to provide tailored solutions that meet the specific requirements of each business. As a trusted partner, COLETEK is committed to building strong relationships with our clients, understanding their unique goals and challenges. Our focus on engineering and product development enables us to deliver comprehensive support across Peakhurst, New South Wales, Australia. Whether you're looking for guidance on design, testing, or production, our experts are here to help. In operating throughout Peakhurst, New South Wales, Australia, we've developed a deep understanding of the local market and its needs. We recognize the importance of businesses in this area having access to reliable and innovative solutions that meet their distinct challenges. Our team is dedicated to delivering just that, leveraging our national reputation to bring cutting-edge engineering expertise right to your doorstep. When you partner with COLETEK, you can be confident that you're working with a trusted and experienced organization with a proven track record of success. We understand the importance of building strong relationships with businesses in Peakhurst, New South Wales, Australia and are committed to delivering unparalleled support throughout every stage of your project or initiative.