AI & Machine Learning Services for Campbelltown 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 Campbelltown 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 Campbelltown 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 Campbelltown 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 businesses across Campbelltown, Victoria, Australia navigate the complexities of modern industry, it's reassuring to know that there are trusted partners like COLETEK, a multidisciplinary Australian engineering and product development company established in 2001. With a national reputation built on innovation, collaboration, and capability, we're proud to serve local businesses throughout Campbelltown, Victoria, Australia. COLETEK has grown steadily over the years by consistently delivering tailored solutions that meet the unique needs of our clients. Based in Campbelltown, Victoria, Australia, we're committed to building long-term relationships with businesses across a range of industries, from manufacturing and logistics to healthcare and education. By working closely with our partners, we help them overcome technical challenges, drive efficiency, and achieve their goals. At COLETEK, we understand that every business is unique, with its own set of strengths and weaknesses. That's why we take a collaborative approach to engineering and product development, working closely with clients to identify opportunities for growth, reduce risks, and increase overall performance. Our expertise spans multiple disciplines, including mechanical, electrical, and software engineering. Throughout Campbelltown, Victoria, Australia, COLETEK has earned a reputation as a trusted partner for businesses seeking innovative solutions that drive results. Our team of experienced engineers and product developers is dedicated to delivering reliable, scalable, and cost-effective solutions that meet the needs of local businesses operating in today's fast-paced environment. As businesses across Campbelltown, Victoria, Australia face the challenges of tomorrow, they can rely on COLETEK to provide the expertise and support needed to succeed. We're committed to helping our clients build a brighter future, and we invite you to join us on this journey.