AI & Machine Learning Services for Kelso 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 Kelso 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 Kelso 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 Kelso 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 a multidisciplinary Australian engineering and product development company, COLETEK has been serving businesses across Kelso, New South Wales, Australia and throughout the country since 2001. Our team of experts is dedicated to delivering innovative, reliable, and collaborative solutions that meet the unique needs of local industries. With a deep understanding of the complexities and challenges faced by companies based in Kelso, New South Wales, Australia, COLETEK has established a reputation for being a trusted partner in product development and engineering. Our experienced professionals work closely with clients to identify opportunities, develop comprehensive strategies, and bring groundbreaking products and solutions to market. From concept to delivery, COLETEK's multidisciplinary approach ensures that our customers receive the best possible outcomes. By combining the expertise of engineers, designers, and developers under one roof, we can quickly respond to changing project requirements, optimize resources, and drive innovative thinking forward. As a provider of trusted engineering and product development services based in Kelso, New South Wales, Australia, COLETEK is well-positioned to support businesses across various sectors, including manufacturing, healthcare, technology, and more. Our collaborative approach builds long-lasting relationships with clients and helps them achieve their goals in an increasingly complex business environment. At COLETEK, we pride ourselves on our capability to deliver tailored solutions that meet the specific needs of businesses operating throughout Kelso, New South Wales, Australia. Whether you're looking for a trusted partner to develop new products, optimize existing processes, or drive innovation forward, rest assured that our team has the skills, expertise, and commitment to help your business thrive.