AI & Machine Learning Services for Lockington 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 Lockington 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 Lockington 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 Lockington 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 in 2001 with a national reputation built on innovation, reliability, and collaboration. When businesses in Lockington, Victoria, Australia look to innovative solutions that drive growth and efficiency, they turn to us. With extensive expertise across various industries and sectors, we pride ourselves on being a trusted partner for local companies like yours. Whether you're looking to streamline processes, enhance productivity, or gain a competitive edge, our team of experienced engineers and product developers are dedicated to delivering tailored solutions that meet your unique needs and goals. Based in Lockington, Victoria, Australia, we're perfectly positioned to serve businesses throughout the region and beyond. Our commitment to excellence has earned us recognition nationally, but our focus remains firmly on supporting local industries like yours. By partnering with COLETEK, you'll benefit from our collective knowledge and capability in engineering and product development. At COLETEK, we don't just provide solutions; we build lasting relationships through collaboration and open communication. Our team of experts will work closely with your organization to understand your specific needs, challenges, and aspirations. Together, we'll develop innovative products and services that not only meet but exceed your expectations. As a local company operating in Lockington, Victoria, Australia, we're passionate about supporting the businesses that make our community thrive. We believe that by empowering local industries with cutting-edge technologies and expert guidance, we can drive growth, create jobs, and foster a stronger sense of community. Whether you're an entrepreneur looking to commercialize your innovative idea or a small business owner seeking to optimize operations, we're here to help. At COLETEK, our goal is to be the trusted partner for businesses in Lockington, Victoria, Australia, providing the creative solutions, expert guidance, and collaborative spirit needed to achieve success.