AI & Machine Learning Services for Hornsby 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 forHornsby 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 Hornsby 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 forHornsby 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.

Trusted Technology Partners for Hornsby, Sydney & Surroundings

As a thriving hub of commerce and innovation in the heart of New South Wales, Australia, Hornsby is an area that COLETEK is proud to serve. With its rich history, stunning natural beauty, and strong economy, Hornsby and its surrounding areas are a key region for local businesses and entrepreneurs. As a trusted Australian company, we're committed to supporting our clients in this vibrant region with innovative technology solutions. For decades, COLETEK has been at the forefront of providing cutting-edge IT services to businesses across Australia, including those in the Hornsby area. Our team of experts has a deep understanding of the unique challenges and opportunities that local businesses face, and we're dedicated to helping them thrive in today's fast-paced digital landscape. As a locally based company with national reach, we understand that effective technology solutions must be tailored to meet the specific needs of each individual business. That's why we're committed to building strong relationships with our clients in Hornsby and its surrounding areas, taking the time to understand their unique goals, challenges, and opportunities. By combining our extensive expertise with a deep understanding of the local market, we're able to deliver customized technology solutions that drive real results for our clients. At COLETEK, we believe that building trust is essential in any business relationship. That's why we prioritize transparency, reliability, and communication in everything we do. From initial consultation through to ongoing support and maintenance, you can count on us to provide a hassle-free experience that leaves you feeling confident and supported. Our innovative approach to technology is another key strength of ours. We're constantly seeking out the latest advancements and best practices in IT, and we incorporate these into our solutions to ensure that they remain cutting-edge and effective. Whether it's cloud computing, cybersecurity, or data analytics, we have the expertise and resources needed to help your business stay ahead of the curve. So why partner with COLETEK for all your technology needs in Hornsby, Sydney & Surroundings? Because we're not just a technology company – we're a trusted local partner dedicated to helping our clients thrive. We know the area inside out, and we're proud to call it home. From small businesses to larger enterprises, we have the expertise and passion to support your unique needs and goals.

Ready to experience the COLETEK difference for yourself? Get in touch with us today and let's explore how our team can help you drive real results for your business.

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