AI & Machine Learning Services for Allendale 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 Allendale 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 Allendale 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 Allendale 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 proud to be a multidisciplinary Australian engineering and product development company established in 2001. Our team is dedicated to serving businesses across Allendale, Victoria, Australia, providing trusted support and collaboration to help you overcome complex challenges. For over two decades, our national reputation for reliability has been built on the principles of innovation, expertise, and customer-centric approach. We're committed to empowering local organizations in Allendale, Victoria, Australia with cutting-edge solutions tailored to their unique needs. Our experience spans a broad range of industries, enabling us to bring a wealth of knowledge and insights to your project. By partnering with COLETEK, you'll gain access to our team's collective expertise in engineering and product development. Our professionals work together seamlessly to ensure that your project receives the attention and care it deserves. Whether you're looking to launch a new product, improve existing processes, or overcome a specific technical challenge, we're here to provide support every step of the way. Our dedication to operating throughout Australia has allowed us to build strong relationships with businesses like yours in Allendale, Victoria, Australia. We understand the importance of face-to-face interactions and regular communication in fostering trust and driving successful outcomes. When you work with COLETEK, you can expect: * Collaborative approach: Our team will work closely with your organization to understand your needs and goals. * Engineering expertise: Leverage our multidisciplinary team's extensive knowledge in a range of engineering disciplines. * Innovative solutions: We'll bring fresh perspectives and creative approaches to help you overcome complex challenges. By partnering with COLETEK, you can trust that your project will receive the attention and care it deserves. Our reputation for reliability means you can count on us to deliver high-quality results on time and within budget.