AI & Machine Learning Services for Mullumbimby 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 Mullumbimby 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 Mullumbimby 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 Mullumbimby 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, COLETEK has earned a reputation as a trusted partner to businesses across various industries. Our team's expertise spans multiple disciplines, including mechanical engineering, electrical engineering, software development, and project management. We've helped countless organizations across Australia, including those based in Mullumbimby, New South Wales, Australia, succeed through innovative solutions that drive growth and efficiency.

With a deep understanding of the unique challenges and opportunities facing businesses in Mullumbimby, New South Wales, Australia, we provide reliable, tailored support to help your organization thrive. Our engineers, product developers, and project managers collaborate closely with clients to develop custom-built solutions that meet specific needs and goals. Whether you're looking to streamline processes, enhance customer experiences, or drive innovation, our team is dedicated to providing top-notch engineering and product development services.

As a trusted partner, COLETEK has built strong relationships with numerous businesses across Australia, including those based in Mullumbimby, New South Wales, Australia. Our commitment to collaboration, innovative thinking, and exceptional project delivery ensures that your organization receives the best possible outcomes. With COLETEK on your side, you can count on access to cutting-edge technology, expert knowledge, and a passion for delivering results.

We're proud of our national reputation as an engineering and product development company capable of serving businesses across Mullumbimby, New South Wales, Australia, and beyond. Our team is always ready to assist your organization in meeting its goals, whether through strategic partnerships or innovative solutions. Let us help take your business to the next level.