AI & Machine Learning Services for Hyland Park 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 Hyland Park 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 Hyland Park 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 Hyland Park 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.

At COLETEK, we're proud to be a trusted partner for businesses across Hyland Park, New South Wales, Australia. With over two decades of experience in engineering and product development, our multidisciplinary team is equipped to tackle complex challenges and deliver innovative solutions. Based in Hyland Park, New South Wales, Australia since 2001, we've established ourselves as a reliable and collaborative partner for businesses across the region. Our expertise spans multiple industries and sectors, allowing us to bring unique perspectives and capabilities to the table. Here at COLETEK, we're passionate about building long-term relationships with our clients. We take the time to understand their specific needs and goals, working closely with them to develop tailored solutions that meet their unique challenges. With a strong focus on reliability, collaboration, and capability, we've established ourselves as a leading solution provider in Hyland Park, New South Wales, Australia. Our commitment to delivering exceptional results extends outside of the Hyland Park community. We operate throughout Australia, providing comprehensive engineering and product development services to businesses across various industries. Whether you're looking for innovative solutions or expert guidance, our team is poised to support your organisation's growth and success. COLETEK's national reputation has been built on a foundation of trust, integrity, and excellence. Our clients value our ability to adapt quickly, think creatively, and drive projects forward with unparalleled consistency. In an ever-changing business landscape, we remain committed to empowering our customers with the tools, insights, and expertise needed to thrive. Here at COLETEK, we're dedicated to building something remarkable – not just for ourselves or our clients, but for the community we serve. We believe that by supporting businesses across Hyland Park, New South Wales, Australia, we can help drive local growth, foster innovation, and strengthen economic ties.