AI & Machine Learning Services for Metcalfe 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 Metcalfe 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 Metcalfe 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 Metcalfe 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 local business owner in Metcalfe, Victoria, Australia, you understand the importance of reliability and collaboration when it comes to product development. COLETEK is a multidisciplinary Australian engineering and product development company established in 2001, with a reputation built on trusted partnerships and innovative solutions that exceed expectations. Operating throughout Metcalfe and Victoria, our team is committed to serving businesses across this region with tailored engineering and product development expertise. With extensive experience working closely with clients from various industries, we've honed the skills needed to understand the unique challenges faced by local businesses and provide them with a competitive edge. When it comes to engineering and product development in Metcalfe, Victoria, Australia, you need a partner that can deliver results consistently. At COletek, our strength lies in our people – experienced engineers, designers, and developers who collaborate seamlessly to bring your ideas to life. Our commitment to innovation, quality, and customer satisfaction has earned us an outstanding reputation across the country. As businesses operate in Metcalfe and beyond, they often face significant challenges in terms of scale, complexity, and cost. By harnessing the power of COletek's multidisciplinary expertise, you can overcome these hurdles and drive success. Our engineering and product development capabilities span multiple disciplines, ensuring that we address your unique needs effectively. COletek is dedicated to serving businesses across Metcalfe, Victoria, Australia by delivering reliable, innovative, and collaborative solutions that drive growth and prosperity. Let us help you build something remarkable – a future where your business thrives with the support of our trusted engineering and product development expertise.