AI & Machine Learning Services for Tenterfield 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 forTenterfield 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 Tenterfield 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 forTenterfield 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.

Coletek: Your Partner in Success for Tenterfield and Beyond

Located in the heart of Tenterfield, Northern Tablelands, New South Wales, Australia, COLETEK has been a trusted partner for local businesses and communities for years. Our team is deeply rooted in this region, understanding the unique challenges and opportunities that come with working in and supporting the area.

In a world where technology continues to evolve at breakneck speed, it's easy to get lost in the noise. But not when you're backed by an experienced and nationally recognized company like COLETEK. With our extensive network of experts and resources across Australia, we've honed a keen sense of innovation that allows us to stay ahead of the curve.

We pride ourselves on being a locally owned and operated business, with a genuine commitment to understanding and serving the Tenterfield community. Our team has spent countless hours walking alongside local entrepreneurs, listening to their stories, and learning about their unique needs. This close rapport enables us to develop tailored solutions that truly make a difference.

Coletek's unwavering dedication to trust and transparency sets us apart from other national players. We believe in building long-term relationships based on mutual respect, open communication, and a shared aim for success. Our local presence means we're always here when you need us – no middlemen or bureaucratic red tape to navigate.

In this ever-changing landscape, COLETEK remains steadfastly committed to the people of Tenterfield and beyond. We understand that every business is unique, with its own set of characteristics, strengths, and challenges. Our versatile approach ensures we can adapt our services to meet your specific needs, whatever they may be.

So why choose COLETEK as your trusted partner in success? Because we're more than just a service provider – we're an extension of your team, working in tandem with you to achieve your goals. We're Tenterfield born and bred, and our local roots allow us to understand the area's dynamics like no one else.

Ready to experience the COLETEK difference for yourself? Take the first step by contacting us, and let's collaborate on building a brighter future for your business in Tenterfield and beyond.