AI & Machine Learning Services for Lower Hunter 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 Lower Hunter 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 Lower Hunter 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)

Why AI & Machine Learning Services for Lower Hunter Valley Clients Choose COLETEK

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.

Let’s Build Practical AI & Machine Learning Services for Lower Hunter Valley Together

If you're based in for Lower Hunter 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.

We have long-standing AI & Machine Learning Services for Lower Hunter Valley Experience!

Expert Engineering Solutions for the Lower Hunter Valley, New South Wales, Australia

Based in the heart of the Lower Hunter Valley, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. With our team's collective expertise spanning multiple disciplines, we've built a reputation as trusted innovators across industries.

For over two decades, we've been serving businesses across the Lower Hunter Valley, New South Wales, Australia, helping them overcome technical challenges and unlock new opportunities. Our local presence allows us to build strong relationships with our clients, tailoring our solutions to meet their unique needs and goals. Whether you're looking to improve your product offerings or streamline your operations, we have the capabilities to support you every step of the way.

As a national player in engineering and product development, COLETEK operates throughout Australia, providing reliability and consistency for clients located in the Lower Hunter Valley, New South Wales, Australia and beyond. Our team's collaborative approach ensures seamless communication and swift decision-making, allowing us to respond swiftly to changing market conditions and priorities.

COLETEK's expertise is underpinned by a commitment to collaboration, innovation, and problem-solving. We take the time to understand each client's unique challenges and goals, combining our knowledge of engineering principles with industry-specific insights to deliver effective, practical solutions. Whether you're looking to solve a technical puzzle or bring a new product to market, we have the capability and expertise to help.

Innovative, reliable, and trusted – these qualities have earned us a reputation as Australia's leading multidisciplinary engineering and product development company. As we continue to grow and evolve, our commitment to delivering exceptional results remains unwavering. If you're ready to harness the power of COLETEK for your Lower Hunter Valley, New South Wales, Australia business or national endeavour, let's build something remarkable together.

Let’s build something remarkable together.

AI & Machine Learning Services for Lower Hunter Valley – Our Clients: Big Brands & Small Businesses

AI & Machine Learning Services for Lower Hunter Valley – Amazing Customer Testimonials

Intuitive, innovative & efficient are three words that would appropriately describe the COLETEK service. Luke and the team at COLETEK have taken our concepts to the next level.

Alan Hay
Boylan Group, Sydney, NSW, Australia

COLETEK have provided one to one communication throughout the development process and gone above and beyond in bringing our ideas closer to becoming a reality! Luke's expertise and knowledge with computer software and electronics is Jedi like, but what I liked most about working with him was his willingness and ability to think outside of the box.

Jarrod Stephens
Sydney, NSW, Australis