AI & Machine Learning Services for Point Frederick 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 Point Frederick 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 Point Frederick 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 Point Frederick 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 Point Frederick, New South Wales, Australia, you understand the importance of innovation and reliability in driving growth and success. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001 with a national reputation for trustworthiness and capability. Our team is based in Point Frederick, New South Wales, Australia and operates throughout Australia, serving businesses across this iconic location with a focus on delivering custom-engineered solutions that meet the unique needs of local industries. Whether you're looking to enhance operational efficiency, improve product performance, or simply stay ahead of the competition, our expertise lies at the intersection of technology, innovation, and collaboration. With years of experience working with clients from diverse sectors, we've developed a deep understanding of the challenges faced by businesses in Point Frederick, New South Wales, Australia. Our dedicated team is committed to building long-term relationships founded on reliability, open communication, and a passion for solving complex problems. As an engineering and product development company, we're not just about providing technical expertise – we're also passionate about helping Australian businesses like yours thrive. By leveraging our collective knowledge and capabilities, we can help you bring your ideas to life, overcome technical hurdles, and stay competitive in today's fast-paced markets. We're proud to be a part of the Point Frederick, New South Wales, Australia community and are dedicated to supporting local businesses as they grow and flourish. If you're looking for a trusted partner to help propel your business forward, look no further than COLETEK. Let us guide you through the complexities of engineering and product development, and together let's build something remarkable.