AI & Machine Learning Services for Lake Cathie 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 Lake Cathie 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 Lake Cathie 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 Lake Cathie 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.

In the idyllic lakeside community of Lake Cathie, New South Wales, Australia, businesses rely on trusted partners to drive innovation and growth. For over two decades, COLETEK has been a leading multidisciplinary engineering and product development company, established in 2001. With our roots firmly planted in Australian soil, we've built a reputation for delivering reliable solutions that empower local businesses across Lake Cathie, New South Wales, Australia.

Nestled in the heart of Australia's diverse landscape, Lake Cathie is an attractive location for entrepreneurs and industry leaders. COLETEK is proud to operate throughout this region, providing engineering and product development expertise to forward-thinking organizations seeking to capitalize on local market opportunities. Whether you're a startup or an established player, our team's collaborative approach ensures that your project receives the attention it deserves.

COLETEK's comprehensive capabilities span various industries, including but not limited to energy, manufacturing, and technology. Our experienced engineers, product developers, and innovators work closely with clients to understand their needs, identify challenges, and develop tailored solutions that drive results. With a deep understanding of the local market and industry trends in Lake Cathie, New South Wales, Australia, we help businesses navigate complex obstacles, streamline operations, and increase competitiveness.

As your trusted partner for engineering and product development, COLETEK prioritizes collaboration, reliability, and capability. By serving businesses across Lake Cathie, New South Wales, Australia, we focus on delivering innovative solutions that drive tangible benefits to our clients and their stakeholders. Our commitment to excellence is reflected in the success stories of local organizations that have trusted us with their most critical projects.

If you're a business leader or entrepreneur looking for a trusted partner to help drive your Lake Cathie, New South Wales, Australia-based venture forward, look no further than COLETEK. With our rich experience, cutting-edge engineering expertise, and strong reputation, we're more than ready to work with you in building something remarkable.