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 forKelso 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 forKelso 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.

A Local Leader in Regional Business Support: Serving Kelso, Central Tablelands, New South Wales, Australia

As your trusted business partner, COLETEK is proud to be a longstanding figure in the regional landscape of Kelso, Central Tablelands, New South Wales, Australia. With its roots deeply planted in the community, our company has become an integral part of the local fabric – providing unwavering support and expertise to businesses throughout this beautiful area. At COLETEK, we're not just a national player; we're committed locals who understand the unique challenges and opportunities that come with operating in Kelso's Central Tablelands region. Our experience stems from years of working closely with entrepreneurs, small business owners, and corporate leaders across various industries – allowing us to develop a profound understanding of their specific needs. When it comes to regional businesses, we know firsthand the importance of building trust with our stakeholders. In a community-driven area like Kelso, where word-of-mouth referrals often play a significant role in shaping reputations, COLETEK takes pride in fostering long-standing relationships built on transparency, empathy, and effective communication. By putting our local clients at the forefront, we empower them to make informed decisions that drive growth, job creation, and economic development. As a forward-thinking Australian company, COLETEK is constantly innovating and refining its approach to business support – always looking for new ways to increase efficiencies, streamline processes, and improve client outcomes. Our team of dedicated professionals stays abreast of the latest best practices, regulatory changes, and market trends to ensure that our partners enjoy access to cutting-edge expertise and customized solutions. In Kelso and beyond, we're committed to being a reliable extension of your in-house resources – working side-by-side with you to address challenges, seize opportunities, and build lasting success. Whether you require guidance with strategic planning, operations optimization, or talent development, our experienced associates are well-equipped to provide the insights, skills, and support necessary to help you achieve your goals. As a trusted partner for businesses throughout Kelso's Central Tablelands region, COLETEK stands ready to aid your organization in realizing its full potential. By placing local needs at the forefront, we're confident that our collaborative efforts will drive meaningful growth, fuel job creation, and enhance the overall quality of life within this unique community. Contact Us