AI & Machine Learning Services for Campbells Creek 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 Campbells Creek 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 Campbells Creek 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 Campbells Creek 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.

We're proud to serve businesses across Campbells Creek, Victoria, Australia, delivering exceptional engineering and product development solutions that drive growth and innovation. With over two decades of experience, COLETEK has established itself as a trusted national player in the industry, built on a solid foundation of multidisciplinary expertise.

As a company that originated in 2001, we've honed our capabilities through diverse projects across various sectors, cultivating a deep understanding of local market needs. Our team is dedicated to working closely with clients based in Campbells Creek, Victoria, Australia, and throughout Australia, to deliver reliable, customized solutions that address their specific challenges.

COLETEK's commitment to collaboration and capability enables our experts to tackle complex problems head-on, leveraging the latest technologies and methodologies. Whether you're looking to develop a new product, improve your manufacturing processes, or enhance your operational efficiency – we've got you covered, operating throughout Campbells Creek, Victoria, Australia.

Our track record speaks for itself: COLETEK has consistently demonstrated its ability to deliver innovative solutions that meet the unique needs of local businesses. We're proud of our reputation and committed to upholding it by serving the community in Campbells Creek, Victoria, Australia, with unwavering dedication.

If you're seeking a trusted partner for your engineering or product development project, look no further than COLETEK. Our team is ready to collaborate with businesses across Campbells Creek, Victoria, Australia, and everywhere else in Australia, to drive success and growth. Let us demonstrate our expertise – get in touch today.