AI & Machine Learning Services for Shallow Bay 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 Shallow Bay 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 Shallow Bay 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 Shallow Bay 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 business owner in Shallow Bay, New South Wales, Australia, you understand the importance of having a trusted partner to help drive your company's success. A partner that can collaborate with you on innovative solutions, leverage their expertise and resources to overcome challenges, and ultimately ensure the reliability and efficiency of your operations.

That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001. With decades of experience under our belt, we've built a reputation as a trusted national resource for businesses across Shallow Bay, New South Wales, Australia, and throughout the country.

Our team is dedicated to delivering comprehensive solutions that cater to your unique needs. Whether you're looking to streamline processes, develop new products, or overcome operational obstacles, our experts will work closely with you to design, build, and implement tailored solutions that meet your specific requirements.

We've had the pleasure of serving businesses in Shallow Bay, New South Wales, Australia, understanding the local market and responding to the unique challenges they face. Our commitment to collaboration, innovation, and reliability has earned us a place as a trusted partner for companies seeking long-term success.

At COLETEK, we believe that effective partnerships are built on mutual respect, trust, and open communication. That's why our approach is centered around understanding your goals, sharing our expertise, and working together to achieve remarkable results. And when you're ready to take the next step, our capable team is equipped to handle even the most complex projects.

Whether you're looking to improve your products or processes, optimize efficiency, or simply need a trusted partner to rely on, COLETEK has the expertise, resources, and national reputation to support your business in Shallow Bay, New South Wales, Australia. We're proud to operate throughout Australia, serving businesses of all sizes and industries.