AI & Machine Learning Services for Newstead 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 Newstead 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 Newstead 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 Newstead 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 we serve businesses across Newstead, New South Wales, Australia, COLETEK is proud to be a trusted partner in unlocking innovative solutions that drive growth and success. With over two decades of experience in engineering and product development, our multidisciplinary team is uniquely positioned to bring diverse ideas and expertise to the table. From our headquarters based in Newstead, New South Wales, Australia, we operate throughout Australia, supporting local businesses and national institutions alike. At COLETEK, we're dedicated to building long-standing relationships by being reliably responsive, collaboratively open-minded, and capable problem-solvers. Our team's passion for understanding the nuances of various industries allows us to develop tailored solutions that meet specific needs and exceed expectations. By operating at the intersection of cutting-edge technology, technical know-how, and real-world application, we empower our clients to achieve their goals. One of the key aspects that sets COLETEK apart is our commitment to delivering results through seamless collaboration. We thrive in environments where stakeholders come together to share knowledge, expertise, and risk, driving innovative outcomes that meet strategic objectives. Our national reputation for trustworthiness, reliability, and capability has earned us a place at the forefront of the engineering and product development landscape. In Newstead, New South Wales, Australia, we recognize that businesses require more than just technical support; they need trusted partners who can help them navigate complex challenges. By drawing upon our extensive experience, industry understanding, and multidisciplinary expertise, we provide businesses across the region with invaluable insights and guidance, equipping them to confront emerging market trends, technological advancements, and global competition. If your organization is seeking a reliable partner to support its growth and development, look no further than COLETEK. Operating throughout Australia, including serving businesses across Newstead, New South Wales, Australia, we invite you to join our network of successful clients who have leveraged our expertise to achieve remarkable results.