AI & Machine Learning Services for Mayfield 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 Mayfield 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 Mayfield 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 Mayfield 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.

Located in the heart of Mayfield, New South Wales, Australia, we're proud to serve businesses across this vibrant region. At COLETEK, we're a multidisciplinary Australian engineering and product development company established in 2001. Our national reputation for reliability, collaboration, and capability makes us an exceptional partner for enterprises in Mayfield and beyond.

As a trusted advisor, we understand the unique needs of local businesses that call Mayfield home. We work closely with you to leverage our expertise and innovative solutions to drive growth, streamline operations, and enhance competitiveness. Our engineering and product development capabilities span multiple disciplines to ensure cohesive solutions for your specific challenges.

We're not just an engineering partner; we're a strategic ally dedicated to helping businesses in Mayfield thrive. Our experience extends from the early stages of product development and design optimization through implementation and ongoing support. By partnering with us, you can rely on our collective expertise to tackle complex project requirements, optimize processes, and maximize returns.

Mayfield is more than just a location – it's a thriving community that deserves exceptional services tailored to its specific needs. As a locally rooted company, we share your passion for innovation and growth, ensuring our solutions meet the distinctive demands of businesses in this region.

Succeeding in Mayfield or any other part of Australia requires an integrated approach that combines technical expertise with local understanding and adaptability. At COLETEK, we've built our reputation by serving businesses across Mayfield, New South Wales, Australia – and throughout the country. Our collaborative approach, combined with a deep knowledge of the region's industries, sets us apart as trusted advisors for engineering, product development, and innovation.