AI & Machine Learning Services for Hillville 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 Hillville 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 Hillville 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 Hillville 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. As a national leader in our field, we've built a reputation for delivering innovative solutions that exceed expectations. With offices based in Hillville, New South Wales, Australia – and operating throughout the country – we're well-equipped to support local businesses like yours. Across Hillville, New South Wales, Australia, businesses rely on us to bring their ideas to life through engineered products and solutions that streamline operations, improve efficiency, and drive growth. Our expertise spans multiple industries and sectors, allowing us to collaborate effectively with clients from diverse backgrounds. Whether you're looking to develop a new product, optimize existing processes, or simply need trusted advice, we're here to help. At COLETEK, we understand the unique challenges and opportunities facing businesses in Hillville, New South Wales, Australia. That's why we prioritize building strong relationships with our clients – ones built on trust, open communication, and a deep understanding of their needs. Our team is dedicated to delivering high-quality work products that meet your specifications, within budget, and on schedule. Our commitment to reliability, collaboration, and capability has earned us a trusted reputation throughout Australia. When you partner with COELTEK, you can count on receiving tailored support from experienced engineers, scientists, and experts who know the nuances of doing business in Hillville, New South Wales, Australia. We're excited about the possibility of working together to achieve your goals. Whether you're an entrepreneur looking to launch a new venture or an established business seeking to expand its offerings – we'd love to discuss how our expertise can benefit yours.