AI & Machine Learning Services for Bangalow 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 Bangalow 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 Bangalow 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 Bangalow 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 be a multidisciplinary Australian engineering and product development company established in 2001. Our reputation for reliability, collaboration, and capability has earned us the trust of businesses across Bangalow, New South Wales, Australia, and throughout the country. Based in Bangalow, New South Wales, Australia, we're well-positioned to support local companies in this picturesque region. Whether you're a business leader in Bangalow or operating elsewhere in New South Wales, our team is committed to understanding your challenges and delivering innovative solutions that meet your unique needs. As a trusted partner, we offer flexible, bespoke engineering services that cater to the diverse requirements of businesses across multiple industries. Our expertise spans a wide range of fields, from product development and design through to manufacturing and prototyping. By working closely with our clients, we've developed a deep understanding of their specific pain points and can tailor our solutions accordingly. Operating throughout Bangalow, New South Wales, Australia, and beyond, we've established strong relationships with local leaders in various sectors. Our team is passionate about empowering businesses to succeed, whether they're emerging start-ups or well-established organizations looking to innovate and grow. In today's fast-paced, rapidly changing business environment, it's essential to partner with a company that can adapt, respond, and deliver results consistently. At COLETEK, we pride ourselves on our ability to work collaboratively, think creatively, and develop tailored solutions that drive value for our clients. As you look to the future, consider partnering with a trusted engineering and product development company like COLETTEK, which can help you navigate the complexities of modern business. Serving businesses across Bangalow, New South Wales, Australia, and throughout the nation, we're committed to helping local leaders achieve their goals and realize their full potential.