AI & Machine Learning Services for Melba 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 Melba 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 Melba 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 Melba 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 you navigate the complexities of running a business in Melba, Australian Capital Territory, whether it's expanding your operations or developing new products and services, having a trusted partner by your side can be invaluable. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001. Our team has spent over two decades honing our expertise to provide customized support to businesses across Melba, Australian Capital Territory, and throughout Australia. As a national player with a strong local presence, we're proud of our reputation for delivering reliable, collaborative, and innovative solutions that empower our clients' success. With COLETEK on your side, you can rely on our multidisciplinary team to support your business needs, from conceptualization to implementation. Whether it's tackling specific engineering challenges or developing game-changing products, we're committed to helping companies in Melba, Australian Capital Territory, and beyond achieve their goals. At COLETEK, we take pride in our capability to operate seamlessly across various sectors, working closely with businesses of all sizes to develop tailored solutions that meet their unique needs. We recognize the importance of collaboration and communication in driving innovation and success, which is why we're dedicated to fostering meaningful relationships with our clients based in Melba, Australian Capital Territory. If you're looking for a trusted partner to support your business growth or help you overcome specific engineering challenges, COLETEK is here to serve. With years of experience and expertise in product development and engineering, we're well-equipped to help organizations like yours thrive in the competitive landscape. Serving businesses across Melba, Australian Capital Territory, and throughout Australia, our team is committed to delivering exceptional results that meet your unique needs. Join forces with COLETEK today and discover how our expertise can unlock new opportunities for your business. Let's build something remarkable together – get in touch with us by visiting our contact page or reaching out directly: we're excited to discuss how we can help you achieve your goals!