AI & Machine Learning Services for Walang 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 Walang 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 Walang 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 Walang 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 businesses in Walang, New South Wales, Australia continue to evolve and thrive, it's essential to partner with a trusted engineering and product development company that can support their growth. At COLETEK, we've been serving companies like yours for over two decades, establishing ourselves as a multidisciplinary Australian engineering and product development company founded in 2001. With years of experience and a reputation built on innovation, collaboration, and capability, we're uniquely positioned to help businesses throughout Walang, New South Wales, Australia overcome challenges and seize opportunities. Whether you need expert guidance or the resources to drive projects forward, COLETEK is committed to helping you achieve your goals. Based in Walang, New South Wales, Australia, our engineers and product development professionals understand the unique characteristics of this region and its businesses. We've worked with numerous organizations across various industries, from manufacturing and logistics to healthcare and technology. Our team is well-equipped to tackle projects of all sizes, from concept to delivery. What sets us apart? Our unwavering commitment to reliability and customer satisfaction. We believe that strong relationships are built on trust, effective communication, and a passion for delivering exceptional results. Operating throughout Walang, New South Wales, Australia and beyond, we're dedicated to supporting the businesses that drive this community forward. Whether you're looking for expert advice or support with product development, engineering or strategic guidance, COLETEK is your partner of choice in Walang, New South Wales, Australia. Let us help you bring your vision to life.