AI & Machine Learning Services for Lake Hiawatha 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 Lake Hiawatha 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 Lake Hiawatha 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 Lake Hiawatha 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.

With its breathtaking vistas of the Australian outback, Lake Hiawatha has long been a hub for innovation and entrepreneurship. At COLETEK, we're dedicated to supporting local businesses like yours in this vibrant community, drawing on our expertise as a multidisciplinary engineering and product development company established in 2001. Our team is renowned nationally for its innovative approach, delivering reliable solutions that empower entrepreneurs and business owners alike to drive growth and success. With a strong presence in Lake Hiawatha, New South Wales, Australia, we're committed to fostering close relationships with our clients – understanding their unique needs, and collaborating to create tailored engineering and product development strategies. Whether you're looking to launch a new product, improve operational efficiency, or stay ahead of the competition, we have the expertise and resources to support your goals. Our team operates throughout Lake Hiawatha, New South Wales, Australia, providing a local touch with national capabilities. At COLETEK, we pride ourselves on our ability to provide practical solutions that meet real-world challenges, serving businesses across Lake Hiawatha, New South Wales, Australia with dedication and enthusiasm. By combining our collective knowledge and passion for engineering and product development, we drive meaningful results – empowering our clients to thrive in an ever-evolving market. By choosing COLETEK as your trusted engineers and product developers, you gain access to a comprehensive range of capabilities, backed by years of experience delivering innovative outcomes across diverse industries. Based in Lake Hiawatha, New South Wales, Australia, we're well-positioned to support local businesses of all sizes, from young startups to established corporations. Today, COLETEK is recognized as one of Australia's leading engineering and product development organizations – a testament to our enduring commitment to excellence and ongoing investment in the latest technologies and methodologies. As a trusted partner for your business, we invite you to join forces with us and explore the endless possibilities that await when creativity, innovation, and collaboration come together.