AI & Machine Learning Services for Schofields 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 Schofields 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 Schofields 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 Schofields 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 a renowned multidisciplinary engineering and product development company, COLETEK has earned its reputation by delivering reliable innovation and exceptional service to businesses across Schofields, New South Wales, Australia. Since our establishment in 2001, we've committed ourselves to fostering long-term relationships and collaborating with local industries to drive growth.

Based in Schofields, New South Wales, Australia, COLETEK operates throughout the region, providing trusted guidance and support to forward-thinking businesses seeking to stay ahead of the curve. Our deep understanding of the unique challenges faced by companies in this area has enabled us to craft tailored solutions that address specific needs. Whether you're a local startup or established enterprise, we're dedicated to helping you unlock your full potential.

Our team of expert engineers and product developers brings together diverse skills and expertise, allowing us to tackle complex projects from multiple angles. By embracing the latest technologies and industry trends, we ensure that our solutions are always ahead of the curve. As a result, businesses in Schofields, New South Wales, Australia can rely on COLETEK to help them overcome obstacles, seize new opportunities, and achieve remarkable results.

As your trusted partner, we're committed to fostering close relationships with local business leaders and entrepreneurs. Our goal is to empower you to make informed decisions, leveraging our expertise in engineering and product development. By working together, we can revolutionize the way you operate, making Schofields, New South Wales, Australia a hub of innovation.