AI & Machine Learning Services for Avalon 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 Avalon 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 Avalon 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 Avalon 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.

Coletek is a multidisciplinary Australian engineering and product development company established in 2001, with a trusted national reputation built on reliability, collaboration, and capability. As we celebrate our two decades of operations, we're proud to have served businesses across Avalon Beach, New South Wales, Australia and throughout the country.

Operating throughout Avalon Beach, New South Wales, Australia, Coletek is dedicated to supporting local businesses in their pursuit of innovation. Our team of experienced engineers and product developers has a deep understanding of the challenges and opportunities facing companies in this region, and we're committed to helping them overcome those obstacles through cutting-edge engineering solutions.

Based in Avalon Beach, New South Wales, Australia, Coletek is well-positioned to provide personalized support to local businesses. Our proximity allows us to build strong relationships with clients and partners alike, fostering a culture of collaboration that drives innovation forward. We take pride in being a trusted partner for companies seeking to stay ahead of the curve through tailored engineering solutions.

In this era of rapid technological change, Coletek is uniquely positioned to serve businesses across Avalon Beach, New South Wales, Australia that require expertise in multiple disciplines. From conceptualization to launch, our multidisciplinary approach ensures that every product development project receives the comprehensive support it needs to succeed. This comprehensive approach allows us to deliver projects efficiently and effectively, minimizing downtime and maximizing ROI.

Coletek's commitment to excellence has earned us a reputation as a trusted partner for businesses operating in Avalon Beach, New South Wales, Australia, throughout the country, and beyond. We're proud of our achievements and excited about the opportunities ahead. As we look to the future, we're confident that our passion for engineering innovation will continue to drive growth, profitability, and success for businesses across this region.