AI & Machine Learning Services for Hillsborough 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 Hillsborough 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 Hillsborough 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 Hillsborough 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.

Since its inception in 2001, COLETEK has established itself as a multidisciplinary Australian engineering and product development company of great repute. Our team prides itself on delivering innovative solutions to businesses operating in Hillsborough, New South Wales, Australia, and beyond. We're proud to call this region home, and our presence enables us to provide unwavering support to local organizations. When you're looking for a trusted partner to elevate your Hillsborough-based business, COLETEK is well-positioned to serve as a trusted collaborator. Our multidisciplinary expertise spans engineering disciplines, ensuring that we can effectively address the unique needs of companies serving Hillsborough, New South Wales, Australia. We've honed our skills through extensive project experience across various industries, empowering us to bring unparalleled reliability and capability to your doorstep. COLETEK's national reputation has been built on a foundation of innovation, trust, and dedication. Our expertise isn't limited to any particular industry or sector; instead, we focus on empowering businesses in Hillsborough, New South Wales, Australia with bespoke solutions that drive growth and success. What sets us apart is our commitment to collaboration, ensuring that every project aligns with your unique requirements, goals, and vision for your Hillsborough-based business. By combining our expertise with a deep understanding of the local landscape, we consistently deliver outstanding results. If your organization is based in or serves the region surrounding Hillsborough, New South Wales, Australia, you can rely on COLETEK as a trusted partner to help overcome challenges, seize new opportunities, and bring innovative solutions to life. Our door is always open – literally and figuratively – for conversations about how we can support your endeavors.