AI & Machine Learning Services for Gillieston Heights 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 Gillieston Heights 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 Gillieston Heights 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 Gillieston Heights 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 multidisciplinary Australian engineering and product development company established in 2001. Our team of experts has gained a trusted national reputation for delivering reliable solutions that surpass expectations. Based in Gillieston Heights, New South Wales, Australia, we operate throughout the region, serving businesses across Gillieston Heights, New South Wales, Australia with unwavering dedication. As a leading engineering and product development company, we're committed to empowering local businesses like yours to thrive. Our passion lies in leveraging cutting-edge technology to drive innovation, collaboration, and capability. We believe that by working together, we can forge groundbreaking solutions that leave a lasting impact on the industry. Operating throughout Gillieston Heights, New South Wales, Australia, our team is uniquely positioned to offer tailored support that addresses your specific needs. At COLETEK, we're not just engineers – we're problem-solvers. We take pride in our ability to understand complex challenges and develop creative solutions that exceed expectations. By combining expertise from various disciplines, we can tackle even the most intricate issues with precision and poise. Whether you're looking to enhance your manufacturing process or design a new product from scratch, our team is equipped to guide you every step of the way. As a trusted partner in Gillieston Heights, New South Wales, Australia, we prioritize building strong relationships with your business. We take the time to listen to your unique requirements and goals, ensuring that our engineering and product development solutions are tailored to meet your specific needs. With COLETEK, you can rest assured that you'll receive a personalized approach that yields tangible results. So why choose COLETEK? Simple – we're passionate about delivering exceptional outcomes that transform industries. Our commitment to innovation, collaboration, and capability sets us apart from the competition. When you partner with us in Gillieston Heights, New South Wales, Australia, you can expect unparalleled expertise, a customer-centric approach, and a drive for excellence.