AI & Machine Learning Services for Holroyd 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 Holroyd 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 Holroyd 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 Holroyd 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 leading multidisciplinary engineering and product development company established in 2001, COLETEK has earned a reputation as a trusted partner for businesses across Holroyd, New South Wales, Australia. Our team of experts is dedicated to delivering innovative solutions that drive success for our clients.

Based in Holroyd, New South Wales, Australia, we operate throughout Australia, with a strong focus on building long-term relationships with local businesses. By leveraging our extensive engineering expertise and national infrastructure, we provide unparalleled support to companies looking to expand their capabilities and stay ahead of the competition.

At COLETEK, reliability is key. We understand that the ability to deliver on commitments is essential for building trust with our clients. That's why we're committed to transparency, open communication, and collaboration every step of the way. By working closely with your team, we can ensure that our solutions align perfectly with your objectives.

With a wealth of experience serving businesses across Holroyd, New South Wales, Australia, we've developed a deep understanding of the unique challenges and opportunities that come with operating in this region. Our capability to tackle complex engineering projects, combined with our passion for innovation, sets us apart as a trusted partner for local entrepreneurs and executives.

We believe that every business deserves to thrive, regardless of its size or industry. That's why we're committed to delivering tailored solutions that address the specific needs of companies operating throughout Holroyd, New South Wales, Australia. Whether you're looking to improve operational efficiency, enhance product offerings, or tackle new market opportunities, we're here to support your ambitions.

At COLETEK, we're proud to have earned a reputation as a trusted partner for businesses across Holroyd, New South Wales, Australia. We believe that by working together, we can build something truly remarkable – something that sets us apart and drives success for our clients.