AI & Machine Learning Services for Grenfell 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 Grenfell 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 Grenfell 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 Grenfell 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.

Proudly based in Grenfell, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. Over the years, we've built a reputation as a trusted partner for businesses across Australia, including those in Grenfell, New South Wales, Australia. Our team of experts has a passion for innovation, collaboration, and delivering exceptional results that meet our clients' unique needs. As a result, COLETEK has earned its place as a reliable ally for businesses looking to drive growth, improve efficiency, or simply overcome complex challenges. With our deep understanding of the Australian market, particularly in Grenfell, New South Wales, Australia, we've developed a strong track record of success that speaks volumes about our capabilities. When it comes to serving businesses across Grenfell, New South Wales, Australia and beyond, COLETEK stands out for its commitment to reliability, adaptability, and forward-thinking problem-solving. Our multidisciplinary expertise combines engineering excellence with product development prowess, allowing us to tackle even the most complex projects head-on. Whether you're seeking a trusted partner to drive innovation or simply looking for a sounding board for your business ideas, COLETEK is the perfect choice. With years of experience and a reputation built on delivering exceptional results, it's no wonder that businesses in Grenfell, New South Wales, Australia and throughout Australia turn to us when they need a rock-solid ally. From concept development to product launch, we're dedicated to supporting entrepreneurs, inventors, and business owners like you every step of the way.