AI & Machine Learning Services for Premer 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 Premer 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 Premer 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 Premer 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 a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a national reputation for trustworthiness and innovative solutions. Our team at Premer, New South Wales, Australia operates at the forefront of technological advancement, working closely with businesses across the region to drive growth and success.

We take pride in our long history of serving clients in various industries and sectors from our base in Premer, New South Wales, Australia. By collaborating with local entrepreneurs and business leaders, we've honed our expertise in tackling complex engineering challenges and developing cutting-edge products that meet the unique needs of Australian businesses.

Our commitment to delivering high-quality outcomes is unwavering. We understand the importance of reliability, collaboration, and capability when it comes to driving innovation and progress in this dynamic region. By partnering with us, Premer, New South Wales, Australia-based businesses can access a deep pool of engineering expertise, creative problem-solving skills, and a passion for delivering exceptional results.

Founded in Premer, New South Wales, Australia, COLETEK has built a strong foundation for growth and evolution, continually expanding our capabilities to support local businesses across the region. Our experience spans diverse sectors, from manufacturing and technology to healthcare, energy, and more – ensuring that we can adapt to the unique needs of your organization.

In short, when you partner with COLETEK based in Premer, New South Wales, Australia, you tap into a wealth of engineering expertise, creative solutions, and unparalleled reliability. Whether you're looking to develop new products, streamline operations, or drive business growth, our trusted experts will work tirelessly to deliver exceptional results that exceed your expectations.