AI & Machine Learning Services for Wentworth 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 Wentworth 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 Wentworth 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 Wentworth 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 dedicated to delivering exceptional results that exceed expectations. As a multidisciplinary Australian engineering and product development company established in 2001, our national reputation has been built on a foundation of trust, reliability, and collaboration. With extensive experience across various industries, we've developed a unique ability to understand and address the specific needs of businesses in Wentworth, New South Wales, Australia. Our expertise extends far beyond what you'd typically find from traditional engineering firms. We're not just theorists; we're hands-on problem-solvers with a deep understanding of the complexities involved in product development. By combining creativity, technical know-how, and industry insight, we bring innovative solutions to the table that drive real value for our clients. As a trusted partner, we've had the privilege of supporting businesses across Wentworth, New South Wales, Australia, empowering them to stay ahead of the curve and capitalize on new opportunities. We're proud to have been an integral part of their growth stories, helping them overcome challenges, improve efficiency, and develop new products that delight customers. What sets us apart is our steadfast commitment to delivering exceptional results that meet or exceed our clients' expectations. We prioritize building strong relationships, actively listen to understand their needs, and then work tirelessly to ensure the solutions we provide meet those needs with precision. From product development to engineering design, COLETEK has the capability to tackle complex projects and deliver tangible outcomes for businesses in Wentworth, New South Wales, Australia. With our expertise at your disposal, you can rest assured that you're working with a trusted partner who will guide you every step of the way. So why settle for mediocrity when you could be part of something remarkable? At COLETEK, we invite you to join forces with us in shaping the future of your business. Let's build something remarkable together.