AI & Machine Learning Services for Sebastian 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 Sebastian 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 Sebastian 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 Sebastian 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 Sebastian, Victoria, Australia, you understand the importance of partnering with a trusted engineering and product development company that has your back. COLETEK is a multidisciplinary company established in 2001, with a national reputation built on reliability, collaboration, and capability. We've been proudly serving businesses across Sebastian, Victoria, Australia for many years, offering innovative solutions to drive growth and success. Our team of skilled engineers and experts work closely with clients to understand their needs and challenges. Together, we develop custom engineered solutions that maximize efficiency, minimize costs, and ensure safety. By leveraging our expertise in product development, testing, and validation, we help businesses in Sebastian, Victoria, Australia and throughout Australia bring ideas to life. What sets us apart is our passion for innovation, commitment to reliability, and dedication to collaboration. We take the time to understand your business goals and objectives, then work tirelessly with you to create tailored solutions that meet your specific needs. By doing so, we've established long-standing relationships with many businesses in Sebastian, Victoria, Australia and nationally. Whether you're seeking to streamline operations, improve product design, or optimize existing processes, our team is equipped to support you every step of the way. We take pride in being based in Sebastian, Victoria, Australia and operating throughout Australia, which allows us to provide personalized service, local knowledge, and a deep understanding of the unique challenges faced by businesses in our region. As an engineering and product development company that has been built around trust and reliability, we're committed to delivering exceptional results for businesses in Sebastian, Victoria, Australia. When you partner with COLETEK, you can expect prompt communication, transparent processes, and top-notch expertise. Join forces with us, and let's build something remarkable together.