AI & Machine Learning Services for Newcastle 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 Newcastle 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 Newcastle 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 Newcastle 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 Newcastle Together

If you're based in for Newcastle 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 Newcastle Experience!

Trusted Engineering and Product Development for Newcastle, New South Wales, Australia

As a business owner in Newcastle, New South Wales, Australia, you're no stranger to the challenges of innovation and growth. In today's fast-paced world, it's essential to ensure your products or services are reliable, efficient, and tailored to your unique needs. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001 with a reputation for delivering exceptional results. With over two decades of experience and a proven track record of innovative solutions, we've earned the trust of businesses across Newcastle, New South Wales, Australia. Our commitment to collaboration, expertise, and customer satisfaction has made us a go-to partner for companies seeking reliable support. Operating throughout Australia, our presence in Newcastle, New South Wales, Australia allows us to directly serve local businesses and contribute to the region's growth. At COLETEK, we understand that each business is unique, with distinct challenges and opportunities. That's why we take a holistic approach to engineering and product development – one that considers your specific needs, goals, and requirements. Our team of experts works closely with you to develop solutions that not only meet but exceed your expectations. When working with us, you can expect: * Dedicated, in-depth support for businesses in Newcastle, New South Wales, Australia * A collaborative approach that respects your ideas and priorities * Expertise drawn from years of innovation and application across multiple industries As a trusted partner in Newcastle, New South Wales, Australia, COLETEK is here to help you overcome challenges, seize opportunities, and drive success. With our experience, capabilities, and commitment to excellence, we're confident that together, we can build something remarkable.

Let’s build something remarkable together.

AI & Machine Learning Services for Newcastle – Our Clients: Big Brands & Small Businesses

AI & Machine Learning Services for Newcastle – 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

Founded in 2001, we are a multiple award winning, highly experienced multidisciplinary company specialising in lean product development through rapid prototyping - transforming ideas from concept to life. Our industry-leading team combines deep expertise, cutting-edge technology, and advanced equipment to validate emerging ideas—transforming them into market-ready hardware and software solutions.

Our experience dates back to the 1990s with ANU "Robotics Systems Lab", CSIRO, NICTA (aka Data61), Seeing Machines, Location Aware Technologies, and Hemisphere GPS (aka BEELINE). For over 10 years now, we've been focused on validating R&D and taking ideas to commercialisation.

Robotics Services Links

Useful Links

Location

Head Office: Gold Coast, Australia
Servicing worldwide, notably:
Australia, NZ, UK, USA, Canada, Europe, UAE, and Asia

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