AI & Machine Learning Services for Fitzgeralds Valley 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 Fitzgeralds Valley 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 Fitzgeralds Valley 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 Fitzgeralds Valley 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 business owner in Fitzgeralds Valley, New South Wales, Australia, you understand the importance of having trusted partners who can help drive growth and innovation. At COLETEK, we've been serving businesses across Fitzgeralds Valley, New South Wales, Australia for over two decades with our multidisciplinary engineering and product development expertise.

As a national leader in these fields, we're dedicated to delivering exceptional results that meet the unique needs of local industries. Our team of experienced professionals has a deep understanding of the challenges facing businesses like yours in Fitzgeralds Valley, New South Wales, Australia, and are committed to delivering solutions that drive real value.

We're more than just engineers - we're partners who take the time to understand your goals and collaborate to find the best solution. Our reputation precedes us, with clients across Australia trusting our expertise in product development, systems integration, and process optimization.

With COLETEK as your partner, you can rest assured that your project will receive the attention it deserves, from concept to deployment. We're not just a provider of engineering services - we're a trusted advisor who will help you navigate the complexities of bringing your vision to life.

If you're looking for a team that can deliver high-quality results, collaborate seamlessly with your team, and bring innovation to your doorstep in Fitzgeralds Valley, New South Wales, Australia, then look no further than COLETEK. Our capability is backed by our reputation as one of the most trusted engineering companies in Australia.

Operating throughout Fitzgeralds Valley, New South Wales, Australia, we're committed to supporting businesses like yours with exceptional engineering and product development services. Whether you're looking to improve efficiency, increase productivity, or develop new products, we're here to help.