AI & Machine Learning Services for Eltham 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 Eltham 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 Eltham 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 Eltham 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 trusted partner to businesses across Eltham, New South Wales, Australia, COLETEK brings together expertise in engineering and product development to deliver innovative solutions that drive success. With over two decades of experience as a multidisciplinary Australian company established in 2001, we're uniquely positioned to support local organizations like yours. Our team is passionate about helping businesses in Eltham and throughout the region thrive through collaborative problem-solving, cutting-edge engineering expertise, and a deep understanding of industry needs. By drawing upon our comprehensive capabilities, you can trust that your most critical projects will receive the attention they deserve. Whether you're seeking to optimize processes, enhance product performance, or streamline operations, COLETEK stands ready to assist. As a well-established company with a strong national presence, we've earned the confidence of clients across various industries and sectors. Our dedication to delivering exceptional results has earned us a reputation for being a reliable and capable partner in the engineering and product development space. Our commitment to innovation, customer satisfaction, and market relevance fosters long-term partnerships that drive sustainable growth and competitiveness. At COLETEK, we understand the importance of proximity and local knowledge, which is why we're proud to offer our expertise directly to businesses based in Eltham, New South Wales, Australia. From project conception to implementation, you can rely on us to bring your vision to life. If you're looking for a trusted engineering and product development partner to support your goals and objectives in Eltham, New South Wales, Australia, look no further than COLETEK. We invite you to explore our capabilities and let's build something remarkable together.