AI & Machine Learning Services for South Arm 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 South Arm 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 South Arm 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 South Arm 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.

Coletek is proud to operate at the forefront of innovation, serving businesses across South Arm, New South Wales, Australia. As a multidisciplinary Australian engineering and product development company established in 2001, we have built a reputation for reliability, collaboration, and capability that spans the nation.

With years of experience working with local organizations, Coeltæk has developed a deep understanding of the unique challenges and opportunities facing South Arm businesses. Our team consists of experts from diverse backgrounds and disciplines, ensuring we can tackle complex projects and deliver tailored solutions that meet our clients' needs.

In South Arm, New South Wales, Australia, innovative companies are constantly seeking new ways to drive growth, improve efficiency, and stay competitive. At Coeltæk, we share these goals and strive to empower local businesses with the cutting-edge engineering and product development expertise they need to succeed.

Our comprehensive approach involves working closely with clients to understand their objectives, providing bespoke guidance on best practices, and harnessing the latest technologies to create innovative solutions that drive results. By doing so, we've earned a trusted national reputation for delivering high-quality outcomes and exceeding expectations.

In addition to serving businesses in South Arm, New South Wales, Australia, Coeltæk has built long-standing relationships with organizations throughout Australia, from major cities to regional hubs. Our team is committed to supporting local economic development, fostering partnerships that drive progress, and contributing to the growth of communities like yours.

So why settle for anything less than the best? Look no further than Coelték – the premier engineering and product development partner serving businesses across South Arm, New South Wales, Australia. Let us help take your organization to new heights with our collective expertise, passion for innovation, and dedication to delivering exceptional results.