AI & Machine Learning Services for Churchill 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 Churchill 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Churchill 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 Churchill 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 engineering and product development company based in Churchill, Victoria, Australia, COLETEK has been serving businesses across the region for over two decades. With a proven track record of delivering innovative solutions that drive business growth and success, we are proud to be a partner of choice for enterprise organizations and local companies alike.

Established in 2001 as a multidisciplinary Australian company, our team has developed a reputation for excellence through collaboration with clients across diverse industries. We understand the unique challenges faced by businesses in Churchill, Victoria, Australia, where economic growth is closely tied to manufacturing, agriculture, and services. Our expertise lies in harnessing cutting-edge technology to develop tailored solutions that address specific pain points, streamline operations, and foster innovation.

At COLETEK, we take pride in being a trusted partner for businesses in Churchill, Victoria, Australia, and throughout Australia. As experts in engineering and product development, our team is equipped to tackle complex challenges and deliver results-driven solutions. We believe that effective collaboration is the key to unlocking business potential, which is why we focus on building long-term relationships with our clients.

Our commitment to reliability, capability, and innovation makes us an invaluable partner for businesses seeking trusted engineering and product development services. With offices based in Churchill, Victoria, Australia, we are well-positioned to support local companies in their growth journeys, leveraging our national reputation and depth of expertise to drive success.

Whether you're a startup or a established enterprise, we understand the importance of adaptability, resilience, and technology-enabled growth. At COLETEK, we share your passion for innovation, and we are dedicated to helping businesses in Churchill, Victoria, Australia thrive in an ever-evolving market landscape.