AI & Machine Learning Services for Newrybar 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 Newrybar 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 Newrybar 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 Newrybar 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.

Proudly serving businesses across Newrybar, New South Wales, Australia for over two decades, COLETEK has evolved into a trusted multidisciplinary engineering and product development company. Established in 2001, we've consistently demonstrated our capacity to understand the unique needs of local industries and deliver innovative solutions that drive success. At COLETEK, our national reputation is built on the foundation of our experienced team, cutting-edge knowledge, and commitment to collaboration. We operate throughout Australia, supporting a diverse range of companies across various sectors. Our unwavering dedication to reliability, capability, and trust has earned us a position as a go-to partner for many businesses in Newrybar and surrounding areas. Our team's capabilities extend from conceptual design through to prototype development, testing, and implementation. This comprehensive approach allows us to handle complex projects that require multidisciplinary expertise. Whether you're looking to improve operational efficiency, enhance product performance, or develop new solutions, our engineers are well-equipped to tackle the challenges facing industries in Newrybar, New South Wales, Australia. What sets COLETEK apart is our ability to understand your unique circumstances and provide tailored support that addresses specific pain points. We take the time to get to know your business, understanding your goals, constraints, and opportunities for growth. This collaborative approach enables us to develop solutions that are tailored to your needs, ensuring a seamless integration with existing processes and systems. As COLETEK continues to grow and evolve, our commitment to serving businesses in Newrybar, New South Wales, Australia and throughout Australia remains unwavering. We're proud to be an integral part of the community, helping local industries thrive by leveraging our expertise, innovation, and passion for delivering exceptional results.