AI & Machine Learning Services for Wattle Springs 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 Wattle Springs 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 Wattle Springs 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 Wattle Springs 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 are proud to be a multidisciplinary Australian engineering and product development company established in 2001. With over two decades of experience, our team has gained a reputation for delivering innovative solutions that meet the unique needs of businesses across Wattle Springs, New South Wales, Australia. As a trusted national partner, COLETEK has built strong relationships with local businesses, supporting their growth and success through our expertise in engineering and product development. Our dedicated team is committed to collaborating closely with clients to understand their specific requirements and delivering tailored solutions that meet their unique goals. When you choose COLETEK as your technology partner based in Wattle Springs, New South Wales, Australia, you can rest assured that you are working with a reputable company that has a proven track record of delivering reliable results. Our capability lies in our ability to develop innovative products and solutions that drive results for businesses across various industries. Our engineers and product development experts have a passion for problem-solving and a commitment to excellence. We pride ourselves on taking the time to understand your specific needs and goals, then using our engineering expertise to design and develop custom solutions that exceed your expectations. By partnering with COLETEK, you can benefit from our collective knowledge, experience, and innovative approach. Our goal is to support businesses in Wattle Springs, New South Wales, Australia and throughout Australia in their quest for success. We operate throughout the country, serving industries such as manufacturing, healthcare, finance, and more. At COLETEK, we believe that effective partnerships are built on trust, reliability, and a shared commitment to delivering outstanding results. If you are looking for a trusted partner based in Wattle Springs, New South Wales, Australia to support your business growth, look no further than COLETEK.