AI & Machine Learning Services for Lower Portland 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 Lower Portland 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 Lower Portland 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 Lower Portland 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. With a strong national reputation built on delivering innovative solutions to clients across industries, we've earned the trust of businesses just like yours in Lower Portland, New South Wales, Australia. As experienced partners in engineering and product development, we understand the unique challenges your organization faces in navigating today's competitive landscape. Based in Lower Portland, New South Wales, Australia, COLETEK is committed to serving our local community with unwavering dedication and collaboration. We recognize that every business has distinct needs and goals, which is why we've developed a capability-rich environment that seamlessly integrates engineering and product development expertise. Our team of experts operates throughout the region, ensuring that we're always available to provide tailored support whenever it's needed. When you partner with COLETEK, you can rely on us for exceptional reliability, unmatched capabilities, and seamless collaboration. As a trusted advocate for your business, our experienced engineers are well-equipped to develop innovative solutions that drive growth, increase efficiency, and improve performance. Whether you're an established organization or an emerging startup, we'll work closely with you to understand your unique challenges and develop tailored strategies to overcome them. In Lower Portland, New South Wales, Australia and beyond, COLETEK has demonstrated its value by consistently delivering results-driven solutions that meet the most demanding requirements. As a reliable partner, we're committed to supporting businesses just like yours in achieving their goals and overcoming the complexities of today's fast-paced market. At COLETEK, our objective is twofold: first, to leverage our engineering expertise to develop innovative products and services that drive business success; second, to provide trusted guidance and support to local businesses such as those in Lower Portland, New South Wales, Australia. We believe that collaboration and trust are essential components of a successful partnership. Let's build something remarkable together.