AI & Machine Learning Services for Kyneton 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 Kyneton 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 Kyneton 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 Kyneton 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 you navigate the ever-evolving business landscape in Kyneton, Victoria, Australia, it's essential to have a trusted partner by your side. COLETEK, a multidisciplinary Australian engineering and product development company established in 2001, is proud to serve businesses across this dynamic region. With our national reputation built on reliability, collaboration, and capability, we've earned a reputation for delivering innovative solutions that meet the unique needs of local industry. Based in Kyneton, Victoria, Australia, we operate throughout the country, supporting entrepreneurs, innovators, and established companies alike. Our deep understanding of local market conditions, industry trends, and stakeholder requirements enables us to provide tailored engineering expertise that drives growth, improves operations, and enhances competitiveness. At COLETEK, we're passionate about empowering businesses in Kyneton, Victoria, Australia, and beyond. We believe that by combining our collective talent, innovation, and experience with your vision and goals, together we can create remarkable outcomes that transcend boundaries. Whether you're seeking to enhance product development, improve manufacturing efficiency, or develop new business models, we're here to guide you every step of the way. Our comprehensive services are built on a foundation of trust, integrity, and collaboration, allowing us to form long-term relationships with clients across Kyneton, Victoria, Australia. By combining cutting-edge engineering techniques with commercial acumen, we help businesses navigate the complex landscape of innovation, ensuring that their products, processes, and people thrive in an ever-evolving market. From concept to delivery, we'll be your trusted ally in the pursuit of exceptional results. Join forces with COLETEK today and discover how our expertise can unlock new opportunities for growth, success, and prosperity in Kyneton, Victoria, Australia.