AI & Machine Learning Services for Callaghan 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 Callaghan 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 Callaghan 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 Callaghan 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 premier engineering and product development company based in Callaghan, New South Wales, Australia, COLETEK is dedicated to serving businesses across this picturesque region. With over 20 years of experience driving innovation and delivering results for clients nationwide, we're proud to call Callaghan home.

Since our establishment in 2001, COLETEK has built a reputation as a multidisciplinary Australian engineering and product development company that excels at turning complex challenges into innovative solutions. Our team of experts is passionate about collaborating with local businesses in Callaghan, New South Wales, Australia to help them overcome obstacles, seize new opportunities, and drive success.

When it comes to tackling the unique needs of businesses operating throughout Callaghan, New South Wales, Australia, we bring a combination of technical expertise, industry insight, and unwavering commitment to getting the job done. Our approach is founded on the principles of reliability, transparency, and dedication – qualities that have earned us the trust of clients across various sectors.

By tapping into our collective knowledge and experience, you can rest assured that your business in Callaghan, New South Wales, Australia will receive unwavering support throughout every stage of the development process. Whether you're looking to enhance a product or service, improve operations, or drive digital transformation, we're here to help.

In an era where innovation and technology are constantly evolving, partnering with a trusted engineering and product development company like COLETEK gives your business in Callaghan, New South Wales, Australia the edge it needs to stay ahead of the curve. We're eager to join forces with you and explore opportunities that can bring about remarkable results.