AI & Machine Learning Services for Jumbunna 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 Jumbunna 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 Jumbunna 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 Jumbunna 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 thriving community located just 120 kilometers north of Melbourne, Jumbunna, Victoria, Australia presents a unique set of challenges and opportunities for businesses operating within its borders. As the local economy continues to grow and evolve, companies in Jumbunna are seeking trusted partners who can help them navigate the complexities of product development, manufacturing, and supply chain management. COLETEK is that partner, offering the expertise and innovation required to drive success in an increasingly competitive marketplace. With nearly two decades of experience as a multidisciplinary Australian engineering and product development company established in 2001, our national reputation for reliability, collaboration, and capability has earned us a place as go-to partners for businesses across Jumbunna, Victoria, Australia. By leveraging our extensive knowledge and skillset, we support entrepreneurs, manufacturers, and innovators throughout the region to unlock new opportunities, overcome challenges, and stay ahead of the curve. Our team is dedicated to helping local businesses in Jumbunna thrive by delivering tailored solutions that address their unique needs and aspirations. From product design and simulation to manufacturing and supply chain management, our capabilities are designed to foster strong partnerships built on mutual understanding and trust. By working closely with clients, we strive to exceed expectations and drive real-world results that leave a lasting impact on the community. As a committed partner in Jumbunna's economic growth and development, COLETEK is committed to serving businesses across this vital region. So why choose COLETEK as your trusted engineering and product development partner? Because we're more than just experts – we're passionate advocates for innovative thinking and collaboration that drives meaningful progress. We're based in Jumbunna, Victoria, Australia because we believe in the importance of building strong local relationships and contributing to the region's prosperity.