AI & Machine Learning Services for Balranald 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 Balranald 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 Balranald 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 Balranald 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 the heart of New South Wales' farming community, Balranald is an integral part of Australia's agricultural landscape. With its rich history and strong sense of pride, this region is home to some of the country's most innovative farmers, entrepreneurs, and innovators. At COLETEK, we share a deep understanding and respect for this area, which is why we're committed to providing top-notch engineering and product development solutions specifically tailored to meet the unique needs of Balranald's vibrant business community. As a multidisciplinary engineering firm with over two decades of experience in Australia, our team combines cutting-edge technology and expertise to deliver innovative products and services that drive growth and success. Based in Balranald, New South Wales, Australia, we're well-placed to support businesses across the region, from the rich agricultural land to the surrounding communities. At COLETEK, we pride ourselves on being a trusted partner for local businesses seeking reliable, high-quality engineering solutions. With our extensive network of experts and resources, we operate throughout Balranald, New South Wales, Australia, serving clients in industries such as agriculture, manufacturing, and more. Collaboration is at the heart of our approach. We understand that every business has unique challenges, which is why we work closely with local stakeholders to tailor our services, sharing expertise, resources, and experience to achieve remarkable results. Our ability to integrate expertise from various fields enables us to tackle complex problems head-on, ensuring our clients receive bespoke solutions that genuinely add value. From engineering design and development through to manufacturing and installation, COLETEK delivers comprehensive, integrated solutions that meet the most exacting standards. Whether you're seeking technical guidance, innovative product development, or production and supply chain management support, we're committed to being the go-to partner for businesses in Balranald, New South Wales, Australia. By leveraging our expertise, network, and capabilities in engineering and product development, COLETEK is dedicated to helping local businesses across Balranald, New South Wales, Australia, achieve their goals, stay ahead of the curve, and thrive in an ever-changing commercial landscape.