AI & Machine Learning Services for Tuggerah 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 Tuggerah 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 Tuggerah 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 Tuggerah 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 local business owner or technical decision-maker operating in Tuggerah, New South Wales, Australia, you understand the importance of having robust and reliable engineering solutions to drive your operations forward. With years of proven expertise and innovative capabilities, COLETEK is well-positioned to deliver exceptional outcomes for businesses like yours throughout this region. Based in Tuggerah, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. Our national reputation as a trusted partner spans multiple industries and sectors, with a commitment to serving businesses across various regional hubs – including the diverse cluster of industries driving growth and innovation in Tuggerah. COLETEK's expertise has been honed over nearly two decades by working closely with clients from various industries. We understand that every business is unique, and it is our privilege to provide tailored support and collaboration on specific projects or ongoing engineering needs. Our engineering and product development capabilities are designed to help businesses in Tuggerah, New South Wales, Australia – and throughout the nation – stay ahead of the curve in their respective markets. As a partner that truly understands the local dynamics shaping your business, COLETEK is uniquely positioned to deliver effective solutions that address specific needs. Our commitment to reliability, collaboration, and capability means that you can rely on us as your trusted ally when seeking engineering expertise for strategic projects or day-to-day operations. By working alongside COLETEK's seasoned professionals, businesses operating in Tuggerah, New South Wales, Australia gain access to a diverse range of skills, knowledge, and best practices that drive growth, efficiency, and innovation. We are committed to fostering long-term partnerships that empower business leaders like yourself to make informed decisions, leveraging cutting-edge technology and tailored engineering solutions. Tuggerah, New South Wales, Australia is on the cusp of significant growth and transformation – and at COLETEK, we're honored to be part of this exciting journey. As respected thought leaders in the field, our team is dedicated to helping businesses like yours thrive by leveraging trusted partnerships that drive results.