AI & Machine Learning Services for Zetland 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 Zetland 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 Zetland 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 Zetland 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.

For over two decades, COLETEK has been proudly serving businesses in Zetland, New South Wales, Australia and throughout the nation. As a multidisciplinary Australian engineering and product development company established in 2001, we've earned a reputation for delivering reliable, effective solutions that drive industry advancements. Our team of highly skilled engineers, designers, and innovators operates from our base in Zetland, New South Wales, Australia, allowing us to closely collaborate with local businesses to understand their unique challenges and opportunities. By working together, we can leverage COLETEK's national reputation for capabilities like design-for-manufacturability, mechanical engineering, and materials science expertise. When it comes to supporting the diverse needs of Zetland's business community, we're uniquely positioned to deliver tailored solutions that meet the demands of local industries. Whether you're looking to optimize processes, develop new products, or address specific manufacturing challenges, our team is committed to delivering results-driven outcomes. COLETEK's approach is centered on collaboration and trust – we work closely with clients to fully understand their goals, constraints, and timelines. This empathetic approach allows us to design and implement innovative solutions that meet the unique needs of Zetland's businesses and beyond. Our experience in engineering and product development has enabled us to build strong relationships with a wide range of industries across Australia, including but not limited to manufacturing, construction, energy, and more. By partnering with businesses in Zetland, New South Wales, Australia, we can help drive growth, improve efficiency, and enhance competitiveness. By choosing COLETEK as your go-to engineering partner, you'll gain access to a wealth of experience, expertise, and resources – all dedicated to empowering local businesses like yours to succeed. If you're looking for a reliable, forward-thinking partner based in Zetland, New South Wales, Australia, we invite you to explore the possibilities with COLETEK.