AI & Machine Learning Services for Uralla 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 forUralla 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 Uralla 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 forUralla 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.

A Local Touch for Uralla and Beyond: COLETEK's Commitment to Northern Tablelands Businesses

In the picturesque town of Uralla, nestled in the heart of New South Wales's Northern Tablelands, businesses big and small rely on trusted partners like COLETEK to drive growth, innovation, and community prosperity. As a respected Australian company with extensive experience in delivering exceptional outcomes, we proudly serve local businesses throughout Uralla and beyond.

The Northern Tablelands is an area rich in history, culture, and natural beauty, from the World Heritage-listed Gondwana Rainforests of Australia to the rolling hills and rural landscapes that cradle our thriving communities. At COLETEK, we understand the unique challenges and opportunities this region presents, which is why we've built a reputation for providing tailored solutions that meet the specific needs of local businesses like yours.

Our team has a proven track record of delivering results-driven support to entrepreneurs, family-owned operations, and corporate entities across the region. Whether you're an established player or just starting out in Uralla's commercial landscape, we'll work closely with you to identify opportunities, overcome obstacles, and achieve your long-term goals.

As a national company with a strong local presence, COLETEK brings unmatched expertise, resources, and connections to the table. We're dedicated to helping our clients in Uralla and surrounding areas stay ahead of the curve through strategic partnerships, clever problem-solving, and innovative thinking.

Your success is our top priority. That's why we take a personalized approach to every project, ensuring that your unique needs are met with the highest level of trust, integrity, and transparency. In an era where big can be impersonal, COLETEK commits to being a small-but-mighty force for good in Uralla's entrepreneurial ecosystem.

When you partner with COLETEK, you gain access to a wealth of knowledge, expertise, and local know-how that sets us apart from the rest. With our help, your business can flourish and contribute to the vitality of this beloved region we call home.