AI & Machine Learning Services for Fingal 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 Fingal 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 Fingal 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 Fingal 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 long-standing multidisciplinary engineering and product development company, COLETEK is proud to serve businesses across Fingal Bay, New South Wales, Australia. Since our establishment in 2001, we have built a reputation as a trusted partner for organizations seeking innovative solutions. Our roots are firmly planted in Australia, where we operate throughout the country, working collaboratively with clients like yours. With over two decades of experience in engineering and product development, COLETEK has honed its ability to provide tailored support for businesses in Fingal Bay, New South Wales, Australia. Our diverse team comprises skilled professionals who possess a deep understanding of various industries, allowing us to leverage our collective expertise in crafting clever solutions that drive success. COLETEK's national reputation is built on the foundation of reliability, collaboration, and capability. As your partner, we will work closely with you to understand your unique needs, leveraging our vast experience in engineering and product development to deliver innovative results. By choosing COLETEK as your trusted collaborator, you can rest assured that your projects are in capable hands. Whether you're based in Fingal Bay, New South Wales, Australia or operating throughout Australia, we are committed to supporting businesses like yours, no matter the scope or complexity of your project. With our expertise and dedication, you can trust that your projects will be handled with precision, care, and a deep understanding of the unique challenges you face. COLETEK's presence in Fingal Bay, New South Wales, Australia allows us to engage closely with the local community, understand the specific needs of businesses in the area, and develop solutions that cater to those demands. When you partner with us, you can count on receiving top-notch support from a team that is committed to delivering exceptional results.