AI & Machine Learning Services for Bunyip 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 Bunyip 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 Bunyip 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 Bunyip 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.

For over two decades, COLETEK has been a trusted partner for engineering and product development across Australia, including the picturesque town of Bunyip in Victoria. As a multidisciplinary company established in 2001, we bring together expertise from various disciplines to deliver innovative solutions that meet the unique needs of businesses like yours. With our national presence and local roots, COLETEK is uniquely positioned to serve businesses across Bunyip, Victoria, Australia. Our team has extensive experience working with clients from a wide range of industries, allowing us to quickly grasp their challenges and develop effective solutions. Whether you're looking to improve existing processes or launch new products, we'll collaborate closely with you to understand your goals and deliver results. As a company that boasts a reputation built on reliability, COLETEK is committed to building long-term relationships with our clients. Our innovative approach, paired with a strong understanding of industry trends and technological advancements, enables us to provide tailored support for businesses operating throughout Bunyip, Victoria, Australia. When you partner with us, you can rest assured that you're working with a capable and dependable team that will guide your project from concept to reality. COLETEK's extensive expertise in engineering and product development has equipped us to tackle the most complex challenges, no matter how unique or specialized they may be. Our company's foundation is built on trust, collaboration, and a commitment to excellence – principles that have earned us a trusted national reputation across multiple industries. By choosing COELTEK as your engineering partner, you'll enjoy the benefits of working with a seasoned company that operates throughout Bunyip, Victoria, Australia. With us, you can count on getting expert guidance, innovative solutions, and unparalleled support to help drive your business forward. Whether you're looking to improve operations, enhance products, or develop new ones, we're here to help.