AI & Machine Learning Services for Kiewa 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 Kiewa 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 Kiewa 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 Kiewa 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 one of the most trusted multidisciplinary engineering and product development companies in Australia, COLETEK has earned a reputation for delivering innovative solutions that drive growth and success for businesses across Kiewa, Victoria, Australia.

Based in Kiewa, Victoria, Australia, our experts have been serving local businesses for over two decades. With a deep understanding of the region's unique needs, we collaborate closely with our clients to develop tailored engineering and product development solutions that meet their specific challenges and goals.

As an Australian company established in 2001, COLETEK is uniquely qualified to support businesses throughout Australia, including Kiewa, Victoria, Australia. Our team of engineers, product developers, and innovators has a proven track record of delivering high-quality products and services that are reliable, efficient, and effective.

We don't just build things - we bring ideas to life. At COLETEK, we're passionate about collaboration, and our expertise spans multiple disciplines, enabling us to provide comprehensive support for businesses in Kiewa, Victoria, Australia. Whether you need engineering solutions, product design, or manufacturing services, our team is dedicated to helping you achieve your objectives.

Throughout its history, COLETEK has built a reputation for trustworthiness, reliability, and capability - qualities that are essential when working with businesses in Kiewa, Victoria, Australia. Our commitment to delivering exceptional results has earned us the respect of our clients and the industry at large.

If you're looking for a trusted partner to support your business in Kiewa, Victoria, Australia, COLETEK is the perfect choice. Let us bring your vision to life with our engineering excellence, innovation, and commitment to delivering exceptional results.