AI & Machine Learning Services for Murray And Riverina 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 Murray And Riverina 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 Murray And Riverina 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 Murray And Riverina 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.

Located in the heart of Murray & Riverina, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. With a reputation built on trust, innovation, and reliability, we've been serving businesses across Murray & Riverina, New South Wales, Australia for over two decades.

At COLETEK, our team of experts takes pride in understanding the unique needs and challenges faced by organisations in Murray & Riverina, New South Wales, Australia. From agriculture to manufacturing, health to education, we've supported businesses throughout this region to achieve their goals through collaborative product development and engineering solutions.

Our national reputation has been built on delivering innovative products and services that meet the specific requirements of diverse industries. We're proud to operate throughout Murray & Riverina, New South Wales, Australia, providing expert support and guidance to ensure our clients' successes. Our engineers, designers, and project managers work together seamlessly, leveraging their collective experience and knowledge to develop high-quality products and solutions.

Whether you're looking for custom engineering services or product development expertise, rest assured that COLETEK's reputation as a trusted partner will continue to rise as we deliver exceptional outcomes. At the heart of our approach is collaboration – working closely with your team to understand your vision, identify challenges, and develop tailored strategies to achieve your goals.

So why choose COLETEK for your business needs in Murray & Riverina, New South Wales, Australia? It's simple: our commitment to reliability, innovation, and customer satisfaction drives everything we do. When you partner with us, you can expect:

- Timely project delivery

- High-quality products and solutions

- Innovative thinking and problem-solving

- Expertise in a range of industries and fields

- Reliable communication and collaboration