AI & Machine Learning Services for Comboyne 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 Comboyne 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 Comboyne 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 Comboyne 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.

At COLETEK, we're proud to have established ourselves as a multidisciplinary Australian engineering and product development company since 2001. With our team's collective expertise and passion for innovation, we've earned a reputation for reliability, collaboration, and capability that serves businesses across Comboyne, New South Wales, Australia, and throughout the nation. Our commitment to supporting the local communities in which we operate is unwavering. We understand the unique challenges and opportunities faced by businesses in Comboyne, and it's our pleasure to bring our expertise to the table to help them achieve their goals. Our trusted partner status is built on a foundation of trust, communication, and a shared vision of success. By choosing COLETEK as your engineering and product development partner, you can rest assured that your project will be handled with care and professionalism. We take pride in our ability to listen attentively to your needs, crafting tailored solutions that meet your specific requirements while keeping your best interests at heart. From concept design through proof-of-concept testing, prototyping, and manufacturing-ready prototype development, we'll collaborate seamlessly with you to bring your vision to life. Whether it's a new product or process, we'll work in tandem to deliver results that exceed expectations, ensuring the highest quality and efficiency throughout every stage of our partnership. As an engineering and product development company based in Comboyne, New South Wales, Australia, we're well-equipped to serve businesses across this charming region. Our comprehensive approach encompasses engineering principles, manufacturing expertise, and a deep understanding of local market nuances. This allows us to tailor our solutions specifically to the unique demands and opportunities presented by each business. In essence, we're not just an engineering and product development company – we're a catalyst for growth, innovation, and progress. By partnering with COLETEK, you'll reap the benefits of having a dedicated, experienced, and innovative team working hand-in-hand with your business to drive success.