AI & Machine Learning Services for Alstonville 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 Alstonville 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 Alstonville 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 Alstonville 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. Over the years, our team has grown and evolved, honing their expertise and innovating solutions that have earned us a trusted reputation nationwide. As a premier engineering partner, we're honored to serve businesses across Alstonville, New South Wales, Australia, delivering reliability, collaboration, and capability that drives growth. Our wealth of experience and innovative approach equip us to tackle the unique challenges faced by businesses in Alstonville and beyond. With our deep understanding of various industries, we're well-positioned to support local companies as they navigate an ever-changing landscape. As a business owner or decision-maker in Alstonville, you deserve a trusted partner that understands your distinct needs and goals. At COLETEK, we're committed to empowering businesses like yours through expert engineering and product development solutions. Our team takes the time to learn about your operations, challenges, and aspirations, collaborating with you to design innovative products and services that meet your specific requirements. From conceptualization to implementation, our dedicated professionals ensure seamless integration and measurable results. By partnering with us, you can rely on: * Proven expertise in engineering and product development * Innovative solutions tailored to your unique needs * Reliability and trustworthiness built through years of experience * Strong communication and collaboration that fosters open dialogue Whether you're looking to drive digital transformation, improve operational efficiency, or develop new products, our team is equipped to guide you every step of the way. As a business serving Alstonville, New South Wales, Australia, we're committed to being your trusted partner in engineering excellence.