AI & Machine Learning Services for Willmot 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 Willmot 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 Willmot 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 Willmot 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 passionate about leveraging our multidisciplinary expertise to propel businesses forward. As a trusted national player in the Australian engineering and product development space since 2001, we've established ourselves as a reliable partner for organizations seeking innovative solutions that drive growth and competitiveness. Our story began with a shared vision: to bridge the gap between technical innovation and business acumen. Today, we're proud to serve businesses across Willmot, New South Wales, Australia and throughout Australia, helping them overcome complex challenges and capitalize on new opportunities. Our team of experts is dedicated to delivering collaborative, results-driven solutions that address our clients' unique needs. Our unparalleled capabilities ensure that your business receives the support it needs to thrive in today's fast-paced market. By combining cutting-edge engineering principles with a deep understanding of industry-specific challenges, we empower businesses like yours to achieve their full potential. From Willmot, New South Wales, Australia and beyond, our commitment to reliability, collaboration, and capability has earned us a reputation as a go-to partner for organizations seeking transformative solutions. At COLETEK, we're committed to supporting the local businesses in Willmot, New South Wales, Australia. We understand that every company is unique, with its own distinct needs and challenges. That's why we take the time to understand your business goals and objectives, and develop tailored engineering and product development strategies that meet your specific requirements. By working together, we can unlock new opportunities for growth, improve operational efficiency, and drive innovation in Willmot, New South Wales, Australia. We're not just an engineering company – we're a trusted ally for businesses seeking to stay ahead of the curve.