AI & Machine Learning Services for Sedgwick 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 Sedgwick 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 Sedgwick 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 Sedgwick 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.

As a business owner in Sedgwick, Victoria, Australia, you expect a high level of reliability, collaboration, and capability from your partners. That's exactly what you get when you partner with COLETEK, the trusted multimodal engineering and product development company established in 2001. With extensive expertise spanning over three decades, we're uniquely equipped to support businesses across Sedgwick, Victoria, Australia and beyond. Our national reputation is built on delivering innovative solutions tailored to individual client needs. Whether you're looking for dependable partners or seeking a fresh perspective to drive your product development forward, COLETEK has got you covered. As a multidisciplinary company, we bring together the strengths of various engineering disciplines under one roof. This integrated approach enables us to work seamlessly with your team, streamlining the product development process and ensuring that your solutions meet the ever-evolving demands of your industry. We're proud to operate throughout Sedgwick, Victoria, Australia, supporting local businesses like yours through our collaborative and dependable approach. Our experienced team is passionate about understanding the unique challenges you face in your region, allowing us to provide informed guidance and tailored solutions that drive lasting success. By partnering with COLETEK, you can leverage our collective expertise and resources to overcome development hurdles and bring new products and services to market faster. Whether you're looking to improve operational efficiency, develop cutting-edge technology, or stay ahead of the competition, we've got a deep understanding of your needs and are committed to delivering exceptional outcomes. So why settle for anything less than exceptional? Let us share our expertise with yours and work together to create innovative solutions that set your business apart in Sedgwick, Victoria, Australia. We're here to build something remarkable, one partnership at a time – starting today.