AI & Machine Learning Services for Cessnock West 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 Cessnock West 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 Cessnock West 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 Cessnock West 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 trusted national engineering and product development company established in 2001, COLETEK is proud to serve businesses across Cessnock West, New South Wales, Australia, and throughout the country. Our multidisciplinary team combines expertise in mechanical, electrical, and software engineering to deliver innovative solutions that meet our clients' unique needs. With over two decades of experience supporting local industries, we've earned a reputation for reliability, collaboration, and capability. As your partner in product development and design, we'll work closely with you to understand your objectives and develop tailored strategies that drive results. Our expertise spans multiple domains, ensuring seamless integration of disparate technologies and disciplines. Based in Cessnock West, New South Wales, Australia, COLETEK is uniquely positioned to serve local businesses across a range of sectors. We take pride in our ability to adapt to the distinct requirements of each client, providing flexible solutions that enhance their competitive edge. Whether you're exploring new product lines, optimizing manufacturing processes, or seeking expert consultation, we'll be there every step of the way. As a trusted partner for regional businesses, COLETEK is committed to fostering strong relationships, built on mutual trust, respect, and open communication. We understand the importance of timely delivery, cost-effectiveness, and seamless integration with your existing operations. That's why our team excels in fostering collaborative environments, where imagination knows no bounds. Operating throughout Cessnock West, New South Wales, Australia, we're dedicated to empowering local businesses like yours to succeed. Let us bring our collective expertise and innovative prowess to the table, serving as a trusted catalyst for your growth and prosperity.