AI & Machine Learning Services for Kembla Grange 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 Kembla Grange 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 Kembla Grange 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 Kembla Grange 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 is proud to serve businesses across Kembla Grange, New South Wales, Australia, supporting their growth and success throughout the region. With our expertise stretching back two decades, we've earned a reputation as trusted partners for companies of all sizes, from startups to industry leaders. Our team's dedication to innovation, collaboration, and capability has enabled us to deliver exceptional results in various industries. Based in Kembla Grange, New South Wales, Australia, COLETEK operates throughout the nation, providing tailored engineering solutions that cater to the unique needs of local businesses. By understanding the intricacies of the region, we're better equipped to support entrepreneurs and established companies alike, helping them overcome challenges and seize opportunities. In Kembla Grange, New South Wales, Australia, businesses face distinct pressures and opportunities. Whether you're a manufacturer, service provider, or entrepreneur, COLETEK's expertise can help you navigate these complexities and achieve your goals. Our engineers are well-versed in industry-specific challenges and regulations, ensuring that our solutions are not only innovative but also compliant and reliable. COLETEK's commitment to collaboration is evident in every project we undertake. We work closely with clients to understand their needs, developing custom engineering solutions that address specific pain points and drive business growth. By combining your expertise with ours, we can create remarkable outcomes that exceed expectations. Our capability extends across the entire product development lifecycle, from concept definition and design through prototyping, testing, and production. As a trusted partner in Kembla Grange, New South Wales, Australia, COLETEK is dedicated to empowering local businesses to thrive in today's fast-paced, technology-driven environment. If you're seeking expert engineering and product development support for your company, look no further than our team. Let us help you build something remarkable together.