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.

At COLETEK, we're proud to be a trusted partner for businesses throughout Lawrence, New South Wales, Australia and beyond. Established in 2001, our multidisciplinary engineering and product development company has built a reputation for delivering reliable, customized solutions that drive innovation and growth.

We're more than just an engineering firm – we're dedicated to fostering strong partnerships with local businesses like yours. Based in Lawrence, New South Wales, Australia, we operate throughout the region, serving commercial clients across various industries. Our team of experts is passionate about understanding your unique challenges and developing tailored solutions that meet your specific needs.

When you partner with COLETEK, you can expect a collaborative approach that values open communication, creative problem-solving, and flexible adaptability. We believe in empowering businesses like yours to achieve their full potential, and we're committed to helping you overcome any obstacles or challenges you may face.

We understand the importance of trust and reliability in business partnerships. That's why we've built a reputation for being responsive, efficient, and effective. Whether you're looking to streamline operations, improve efficiency, or drive innovation, our team is equipped to help you achieve your goals.

By working closely with our team, you'll gain access to cutting-edge engineering expertise, flexible manufacturing capabilities, and comprehensive product development services. Our solutions are designed to be scalable, versatile, and cost-effective – helping you stay competitive in today's fast-paced market.

If you're looking for a trusted partner that can help drive your business forward, look no further than COLETEK. We're committed to serving businesses across Lawrence, New South Wales, Australia with the same level of dedication, expertise, and passion that we would bring to our own community.