AI & Machine Learning Services for Louth 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 Louth 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 Louth 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 Louth 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.

As the heartbeat of New South Wales, Australia, Louth Park is a thriving community that demands innovative solutions to support its businesses, residents, and visitors. At COLETEK, we understand this need and are committed to delivering exceptional engineering services to help drive progress in this vibrant region. As a multidisciplinary Australian engineering and product development company established in 2001, our national reputation for reliability, collaboration, and capability is unparalleled. We take pride in serving businesses across Louth Park, New South Wales, Australia, by providing tailored solutions that address their unique needs. Our team of experts operates throughout the country, working closely with clients to develop innovative products and engineering designs that transform industries. With a strong presence in Louth Park, we are well-positioned to support local enterprises, helping them thrive in an increasingly competitive market. COLETEK's commitment to excellence is deeply rooted in our values of innovation, collaboration, and customer-centricity. Our ability to think creatively, work effectively with stakeholders, and deliver results-driven solutions has earned us a reputation as a trusted partner for businesses across Louth Park, New South Wales, Australia. Whether you're looking to optimize operations, develop new products, or improve existing processes, we are dedicated to helping your business succeed. At COLETEK, we recognize that each client is unique and deserves a tailored approach. We leverage our comprehensive capabilities in engineering and product development to deliver customized solutions that meet the specific needs of businesses operating in Louth Park, New South Wales, Australia. By combining cutting-edge technology with a deep understanding of local industries, we empower your organization to excel and reach new heights.