AI & Machine Learning Services for Wallaloo 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 Wallaloo 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 Wallaloo 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 Wallaloo 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.

Pleased to be serving businesses across Wallaloo, Victoria, Australia and throughout the country, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. With our national reputation built on trust, innovation, and a passion for delivering reliable solutions, we're dedicated to helping local companies like yours navigate complex challenges and seize opportunities. Operating from our base in Wallaloo, Victoria, Australia, our team of experts has gained valuable experience in supporting clients across diverse sectors. By combining cutting-edge engineering capabilities with a deep understanding of the unique needs of each industry, we empower businesses to build upon their strengths and excel in an increasingly competitive market. What sets us apart is our commitment to collaboration. We take time to listen to your specific requirements, understand your goals, and develop tailored strategies that address your most pressing challenges. Our team collaborates closely with yours to ensure seamless integration of our solutions into your existing operations. By doing so, we foster long-term relationships built on mutual trust, open communication, and a shared vision for success. Throughout Wallaloo, Victoria, Australia and beyond, COLETEK is recognized as a trusted partner in helping businesses overcome obstacles and capitalize on new opportunities. Whether you're seeking to drive innovation, enhance operational efficiency, or improve product offerings, our multidisciplinary team can help. We take pride in our collective expertise, from engineering design and prototyping to project management and quality assurance. Join the ranks of satisfied clients who have benefited from our expertise in Wallaloo, Victoria, Australia. With COLETEK on your side, you'll gain a reliable ally that will work tirelessly to address your unique challenges, foster growth, and help you achieve your long-term vision.