AI & Machine Learning Services for South Kempsey 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 South Kempsey 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 South Kempsey 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 South Kempsey 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 business owner in South Kempsey, New South Wales, Australia, you know the importance of building strong relationships with trusted partners who can help turn your vision into reality. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001, proudly serving businesses across South Kempsey, New South Wales, Australia. With over two decades of experience and a reputation built on innovation and reliability, we've earned the trust of clients nationwide. Our team of experts has a passion for solving complex problems and collaborating with local businesses to bring their products to market. Operating throughout South Kempsey, New South Wales, Australia, we're well-equipped to support your unique needs. Our capabilities extend far beyond what you might expect from an engineering company. We're not just about designing and developing products – we're dedicated to understanding the nuances of each project and delivering bespoke solutions that meet our clients' exacting standards. Whether you have a concept to turn into reality, a product wanting refinement, or an existing process needing optimization, we've got the expertise and know-how to get it done. Based in South Kempsey, New South Wales, Australia, COLETEK is uniquely positioned to support local businesses like yours. We understand the challenges that come with operating in regional areas and are committed to providing tailored solutions that address these hurdles. Our expertise in engineering and product development enables us to provide a broad range of services that can be applied to various industries. At COLETEK, we believe in building strong relationships with our clients through open communication, transparency, and reliability. We're proud to support businesses across South Kempsey, New South Wales, Australia, and throughout the country. If you're looking for a trusted partner to help bring your product or process to the next level, look no further.