AI & Machine Learning Services for Wattle Creek 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 Creek 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 Creek 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 Creek 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 a multidisciplinary Australian engineering and product development company established since 2001, with a reputation built on trust, collaboration, and innovative solutions. Based in Wattle Creek, Victoria, Australia, we're proud to serve businesses throughout this charming region and beyond. As a trusted partner for companies operating in Wattle Creek, we understand the importance of reliability, efficiency, and customer satisfaction. Our team is committed to delivering tailored engineering and product development services that drive growth, improve processes, and enhance overall performance. Whether you're an established business or just starting out, we'll work closely with your team to co-create solutions that meet your unique needs. COLETEK's extensive experience has equipped us to tackle complex challenges across various industries, from manufacturing and aerospace to healthcare and energy. By leveraging our multidisciplinary expertise, cutting-edge technology, and collaborative approach, we've helped businesses throughout Wattle Creek, Victoria, Australia – and Australia-wide – overcome obstacles, seize opportunities, and thrive. In the Wattle Creek area, COLETEK is dedicated to supporting local businesses by providing them with the expertise, resources, and innovative thinking they need to succeed. Our services are designed to address specific pain points, enhance productivity, and drive revenue growth – all while maintaining a strong focus on customer satisfaction and collaboration. When you partner with COLETEK, you can be confident that our team will work tirelessly to exceed your expectations. With unwavering commitment to quality, safety, and sustainability, we build long-term relationships founded on trust, integrity, and mutual respect. Join us in shaping the future of Wattle Creek's business landscape as a trusted ally for innovative thinking and forward-thinking engineering.