AI & Machine Learning Services for Derriwong 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 Derriwong 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 Derriwong 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 Derriwong 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 in Derriwong, New South Wales, Australia, you understand the importance of partnering with experts who can help drive success. With over two decades of experience, COLETEK has established itself as a multidisciplinary Australian engineering and product development company that consistently delivers results. Based in Derriwong, New South Wales, Australia, our team is uniquely positioned to provide solutions that cater to the distinct needs of businesses throughout your region. Whether you're looking to enhance existing processes or develop new products and services, we have the expertise to help you achieve your goals. As a national leader in engineering and product development, COLTEK has built a reputation for reliability, collaboration, and capability. Our team is dedicated to serving businesses across Derriwong, New South Wales, Australia, and throughout Australia, delivering tailored solutions that drive growth, efficiency, and innovation. From concept design through prototyping and testing, we bring together the best of Australian engineering expertise to help you bring your ideas to life. With a proven track record of delivering successful projects on time and within budget, COLETEK is more than just an engineering company – we're a trusted partner for businesses in Derriwong, New South Wales, Australia. At COLTEK, we pride ourselves on our ability to understand the unique challenges and opportunities facing businesses in Derriwong, New South Wales, Australia. We believe that by working collaboratively with our clients, we can create innovative solutions that drive business success. If you're looking for a partner who can help you navigate the ever-changing landscape of engineering and product development, look no further than COLETEK. So why choose COLTEK? Let's start with our commitment to serving businesses throughout Derriwong, New South Wales, Australia, and beyond. Whether your business is just starting out or looking to expand its footprint, we're here to help you achieve your goals.