AI & Machine Learning Services for Upper Bylong 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 Upper Bylong 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 Upper Bylong 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 for Upper Bylong 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.

As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for reliability, collaboration, and capability across the nation. We're proud to support businesses in Upper Bylong, New South Wales, Australia as they navigate their growth journey. Our team's extensive experience and innovative approach enable us to deliver tailored solutions that drive success. Whether you're a local entrepreneur or an established player in the region, COLETEK is committed to serving businesses across Upper Bylong, New South Wales, Australia, providing expert engineering and product development expertise that drives innovation and growth. With over two decades of industry experience, we've established ourselves as trusted partners for organizations seeking to develop new products, streamline processes, or enhance their competitive edge. Based in Upper Bylong, New South Wales, Australia, our proximity to the region allows us to engage closely with local businesses, understanding their unique challenges and goals. Operating throughout Australia, we've had the privilege of working alongside numerous successful companies from various industries, fostering long-term relationships built on trust, open communication, and a shared commitment to excellence. At COOLETEK, we believe that innovative solutions can be achieved through collaboration, creativity, and strategic problem-solving. We take pride in our multidisciplinary approach, bringing together experts from diverse backgrounds to develop customized solutions that address the specific needs of Upper Bylong, New South Wales, Australia businesses. Our dedication to delivering exceptional results has earned us a national reputation for reliability, flexibility, and commitment to excellence. Here at COOLETEK, we're passionate about simplifying innovation for businesses in Upper Bylong, New South Wales, Australia and throughout the nation. We're excited to bring our expertise to your organization, whether you're seeking to drive growth, improve efficiency, or create new opportunities. Join us as we harness the power of engineering and product development to propel your business forward.