AI & Machine Learning Services for Empire Bay 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 Empire Bay 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 Empire Bay 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 Empire Bay 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. For nearly two decades, we've been serving businesses across Empire Bay, New South Wales, Australia, helping them overcome complex challenges with innovative solutions. As a trusted national reputation, we understand the unique needs of operating in Empire Bay, New South Wales, Australia. Our team is well-versed in the region's entrepreneurial spirit and commitment to innovation. We're committed to delivering reliable, responsive, and collaborative support for local businesses, from start-ups to established corporations. Our approach is founded on the principles of engineering excellence, technical expertise, and a passion for problem-solving. By leveraging our extensive experience, cutting-edge capabilities, and national presence, we empower enterprises in Empire Bay, New South Wales, Australia to achieve their goals, increase efficiency, and drive growth. At COLETEK, we believe that local businesses are the backbone of any economy. We're dedicated to building long-term relationships with our clients, leveraging our expertise to help them overcome industry-specific challenges, and driving results-oriented solutions. In Empire Bay, New South Wales, Australia, we work closely with businesses across various sectors, from manufacturing to services, agriculture, and infrastructure development. Our team is well-equipped to handle complex projects that require a deep understanding of local conditions, market dynamics, and regulatory requirements. We're committed to delivering exceptional results for Empire Bay, New South Wales, Australia-based businesses, leveraging our national reputation for innovation, reliability, and capability. Whether you're seeking engineering expertise, product development support, or strategic partnerships, we're here to help. So why wait? Contact us today to explore how COLETEK can support your business in Empire Bay, New South Wales, Australia. We look forward to building something remarkable together.