AI & Machine Learning Services for Lawrence 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 Lawrence 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 Lawrence 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 Lawrence 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.

Based in Lawrence, Victoria, Australia, COLETEK is a multidisciplinary engineering and product development company established in 2001. We've spent two decades building a national reputation for reliability, innovation, and collaboration. As a trusted partner to businesses throughout Australia, including Lawrence, Victoria, we take pride in our ability to deliver custom solutions that meet the unique needs of our clients. Our team is passionate about helping companies in Lawrence, Victoria, Australia transform their ideas into reality. By leveraging cutting-edge engineering principles and a deep understanding of modern technologies, we help local businesses navigate complex challenges and achieve their goals. Whether you're looking to streamline operations, improve product quality, or stay ahead of the competition, our expertise is at your disposal. At COLETEK, we operate from a foundation of trust, built through decades of delivering high-quality solutions to clients across Australia. Our reputation as a reliable partner has earned us long-term relationships with businesses in Lawrence, Victoria, and throughout the country. We take pride in being more than just a provider – we're trusted advisors who can help you solve problems and seize opportunities. Our team is dedicated to helping local businesses like yours thrive in Lawrence, Victoria, Australia. With our experience, innovation, and capability, we're well-positioned to support your endeavors while maintaining independence and agility. Whether you need immediate assistance or have long-term vision for growth, we've got the skills and expertise to help. So why choose COLETEK as your trusted partner in engineering and product development? We believe it's our unwavering commitment to delivering exceptional results that sets us apart. In Lawrence, Victoria, Australia, and throughout Australia, we're dedicated to building strong relationships, fostering collaboration, and driving innovation.