AI & Machine Learning Services for Warrumbungle 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 forWarrumbungle 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 Warrumbungle 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 forWarrumbungle 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.

Empowering Local Businesses in Warrumbungle, Central West Slopes, New South Wales, Australia

Welcome to the heart of regional Australia – Warrumbungle, a picturesque region on the Central West Slopes in New South Wales. Located in the country's central west, this area boasts stunning natural beauty, rich cultural heritage, and a strong sense of community. As your trusted partner in business growth, COLETEK is committed to supporting the vibrant local economy by delivering innovative solutions that empower businesses like yours.

As an Australian company with national reach, we've built a reputation for trust, reliability, and expertise in helping entrepreneurs and small business owners navigate the ever-changing commercial landscape. Our extensive experience has equipped us with unparalleled insights into what drives success in regional areas like Warrumbungle. We understand that every local business has unique challenges and opportunities – that's why we tailor our approach to your specific needs.

Situated at the heart of this magnificent region, COLETEK is proud to be a part of the fabric that makes Warrumbungle thrive. Our proximity allows us to connect with local businesses and understand their distinct needs, ensuring our support remains relevant and effective. By embracing innovation and leveraging cutting-edge technologies, we're committed to helping you overcome obstacles and seize new opportunities.

We take pride in knowing that every business, regardless of size or industry, is a vital cog in the Warrumbungle economy. As such, COLETEK is dedicated to supporting local businesses through reliable guidance, flexible solutions, and unwavering commitment. We believe that by empowering you to succeed, we're contributing to the region's overall prosperity.

As your trusted partner in business growth, COLETEK is here to help you achieve your goals. Whether you're a start-up looking for innovative resources or an established business seeking strategic guidance, we're available to support you every step of the way.