AI & Machine Learning Services for Macquarie Hills 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 Macquarie Hills 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 Macquarie Hills 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 Macquarie Hills 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.

As you navigate the thriving business landscape in Macquarie Hills, New South Wales, Australia, it's essential to partner with experts who understand your unique challenges and opportunities. COLETEK is a multidisciplinary Australian engineering and product development company established in 2001, proudly serving businesses across this region and throughout Australia. Our trusted national reputation and innovative approach have earned us a reputation for delivering exceptional results. For over two decades, we've built long-term relationships with clients from various sectors, offering reliable support and tailored solutions to drive their success. Our team's collective expertise encompasses multiple disciplines, allowing us to tackle complex product development projects and provide comprehensive engineering services. Whether you're seeking to innovate, expand, or streamline your operations, COLETEK has the capability and passion to help. Based in Macquarie Hills, New South Wales, Australia, we're dedicated to fostering strong connections with local businesses, acknowledging their distinct needs and constraints. Our team is committed to collaboration, active listening, and effective communication – essential qualities for establishing trust and delivering results that exceed expectations. By working closely with you, we'll uncover innovative solutions that address your specific challenges and capitalize on opportunities. Throughout our history, COLETEK has demonstrated an unwavering commitment to innovation, investing heavily in research and development to stay at the forefront of technological advancements. Our engineers and developers are certified professionals who continually update their skills and knowledge to ensure the highest standards of quality and reliability. This dedication enables us to deliver unparalleled performance, accuracy, and attention to detail for every project. As you navigate the ever-evolving landscape in Macquarie Hills, New South Wales, Australia, it's crucial to partner with a trusted partner that shares your vision and passion for success. COLETEK is that partner – well-established, experienced, and committed to helping local businesses thrive. If you're seeking a reliable, collaborative, and innovative engineering and product development company to support your growth and aspirations, look no further.