AI & Machine Learning Services for Avoca Beach 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 Avoca Beach 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 Avoca Beach 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 Avoca Beach 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've been powering innovation and growth across Australia since 2001. As a multidisciplinary engineering and product development company with a trusted national reputation, we're dedicated to delivering exceptional results that leave a lasting impact. And we're proud to serve businesses in Avoca Beach, New South Wales, Australia, where the sun-kissed coastline, rich cultural heritage, and entrepreneurial spirit blend together to create a unique environment. Throughout our journey, COLETEK has established itself as a reliable partner for local businesses in Avoca Beach seeks innovative engineering solutions. Whether you're looking to develop new products, streamline processes, or overcome complex technical challenges, we'll work collaboratively with you to unlock your business potential. Our team of experienced engineers and product developers possesses the expertise and passion to bring your ideas to life. With operations spanning throughout Australia, including Avoca Beach, New South Wales, Australia, our commitment to excellence knows no bounds. We've built long-lasting relationships with clients across various industries, from manufacturing to services, and consistently deliver results that exceed their expectations. So why choose COLETEK? We're not just a company – we're your partner in innovation. Our Avoca Beach-based team is committed to serving the local community, understanding the specific challenges you face, and crafting tailored engineering solutions that resonate with your unique needs. By harnessing our collective expertise, passion, and dedication, we're confident that together, we can build something remarkable that benefits not just your business but also our regional community.