AI & Machine Learning Services for Long Jetty 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 Long Jetty 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 Long Jetty 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 Long Jetty 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 in Long Jetty, New South Wales, Australia and throughout the nation. With over two decades of experience as a multidisciplinary engineering and product development company established in 2001, our team has honed its expertise in delivering innovative solutions that drive success. We understand the unique challenges faced by businesses operating in Long Jetty, with its picturesque coastal scenery and strong sense of community. Our commitment to reliability, collaboration, and capability has earned us a reputation as a go-to engineering partner for organizations across various sectors. As a locally-based company, we're well-positioned to support our neighbors in the Illawarra region and beyond. As a trusted advisor, COLETEK takes pride in its ability to provide tailored solutions that address the specific needs of businesses in Long Jetty, New South Wales, Australia. Our team of experts works closely with clients to understand their goals, challenges, and aspirations, then leverages our cutting-edge engineering capabilities to develop custom-fit solutions that drive results. From concept to delivery, we take a proactive approach to ensure successful project outcomes. Our strong track record has earned us a reputation as a reliable partner for businesses seeking innovative, end-to-end engineering services. Whether you're looking to optimize processes, enhance products, or navigate complex technology landscapes, COLETEK is here to help. Operating throughout Australia, including Long Jetty, New South Wales, Australia, we've built a reputation for excellence through our dedication to quality, customer service, and community engagement. Our commitment to local businesses like yours demonstrates our deep understanding of the importance of place and the value of partnering with trusted advisors. As companies in Long Jetty navigate the ever-evolving business landscape, they can rely on COLETEK as their go-to engineering partner. By combining technical expertise with a deep understanding of our community's unique needs, we'll work alongside you to achieve remarkable results that benefit your organization and the region at large.