AI & Machine Learning Services for Walwa 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 Walwa 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 Walwa 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 Walwa 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 national engineering and product development company, COLETEK has been proudly serving businesses across Walwa, Victoria, Australia since 2001. Our multidisciplinary team of experts is dedicated to collaborating with local entrepreneurs and business owners to create innovative solutions that drive success. With our deep understanding of the Australian market combined with cutting-edge technology and a passion for engineering innovation, we are well-equipped to support businesses in Walwa, Victoria, Australia throughout their product development journey. Whether you're looking to improve efficiency, enhance customer experiences, or gain a competitive edge, COLETEK is your reliable partner. Our experienced engineers bring a wealth of knowledge in various industries, allowing us to offer tailored engineering solutions that cater specifically to the needs of businesses operating in Walwa, Victoria, Australia and beyond. By leveraging our expertise and leveraging the latest technologies, we empower our clients to achieve their goals and create remarkable products that make a real impact. At COLETEK, we take pride in being a trusted collaborator for businesses across Australia, including those based in Walwa, Victoria, Australia. We understand the importance of building strong relationships with local businesses and fostering a culture of innovation and growth throughout our community. As a result, you can expect unparalleled support and guidance every step of the way, from concept development to production-ready designs. With COLETEK by your side, you can be confident that your product development project is in good hands. Our team's commitment to collaboration, reliability, and capability ensures that we deliver exceptional results that exceed our clients' expectations.