AI & Machine Learning Services for Mittagong 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 Mittagong 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 Mittagong 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 Mittagong 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 multidisciplinary Australian engineering and product development company established in 2001, we've built our reputation on trust, collaboration, and delivering results that matter. For nearly two decades, we've been proudly serving businesses across Mittagong, New South Wales, Australia, offering unparalleled expertise and support to help local entrepreneurs, innovators, and leaders drive growth, efficiency, and innovation. By working with COLETEK, you can tap into the collective skills, knowledge, and experience of a dedicated team of engineers and developers who are committed to your success. Our people are based in Mittagong, New South Wales, Australia, but our reach extends across Australia – serving businesses in Mittagong, New South Wales, Australia, like yours, with the highest level of reliability, responsiveness, and creativity. As a business operating throughout Australia, we understand that each local community has its unique challenges, opportunities, and characteristics. That's why we're committed to building long-term relationships with your organization – taking the time to listen to your specific needs, understanding your industry nuances, and developing tailored solutions that meet your objectives. Our track record of delivering innovative engineering and product development solutions speaks for itself. From concept design to production-ready prototypes, our multidisciplinary team is equipped to handle a wide range of projects, from small-scale prototyping to large-scale deployments. Whether you're an entrepreneur seeking to bring a new idea to life or an established business looking to improve operational efficiency, we're the trusted partner that can help. In Mittagong, New South Wales, Australia, and elsewhere across Australia, our commitment to exceptional customer service, cutting-edge technology, and collaborative project management sets us apart from others. As a valued client, you can rely on COLETEK's expertise and capabilities to drive business growth, innovation, and success.