AI & Machine Learning Services for Bournda 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 Bournda 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 Bournda 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 Bournda 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 trusted name in Australian engineering and product development, Colletek has been driving innovation and delivering results for over two decades. With a strong track record of collaborating with local businesses and organizations across Bournda, New South Wales, Australia, we've established ourselves as a go-to partner for companies seeking reliable and forward-thinking solutions. Established in 2001, Colletek is a multidisciplinary engineering and product development company that operates throughout Australia. Our team of experts has the knowledge and experience to handle complex projects, from conceptualization to implementation. Throughout our journey, we've earned a reputation for being approachable, responsive, and results-driven, making us an ideal partner for businesses looking to tap into our expertise. At Colletek, we're committed to fostering long-term relationships with local businesses in Bournda, New South Wales, Australia, by providing tailored engineering solutions that meet their unique needs. Our capabilities span a wide range of industries and applications, allowing us to offer flexible and collaborative support whenever you need it. Whether you're looking for new product development, system integration, or process improvement, we're here to help. When you partner with Colletek, you can trust that our team will work closely with yours to understand your goals and objectives. We'll leverage our expertise in engineering and product development to deliver innovative solutions that meet your needs, while keeping your unique vision and values at the forefront of every project. As a trusted name in Australian engineering and product development, Colletek has built a reputation for delivering exceptional results. Our commitment to collaboration, innovation, and customer satisfaction has earned us a strong presence across Australia, including throughout Bournda, New South Wales, Australia.