AI & Machine Learning Services for Moore Creek 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 Moore Creek 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 Moore Creek 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 Moore Creek 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 leader in the Australian engineering and product development landscape, COLETEK is proud to operate throughout Moore Creek, New South Wales, Australia and beyond. With over 20 years of experience, our multidisciplinary team has established ourselves as trusted partners for businesses seeking innovative solutions to drive growth and success.

Our story began in 2001 when we set out to revolutionize the way companies approached product development and engineering. With a national reputation built on reliability, collaboration, and capability, COLETEK has consistently delivered results that exceed our clients' expectations. Whether you're based in Moore Creek, New South Wales, Australia or further afield, our commitment to excellence remains unwavering.

At the heart of our approach lies a deep understanding of the challenges faced by businesses operating in diverse industries across Moore Creek, New South Wales, Australia and throughout Australia. Recognizing that no two companies are alike, we take the time to truly understand your unique needs and goals before designing and delivering customized engineering and product development solutions.

From concept to delivery, our experienced team works closely with clients like you to bring their visionary ideas to life. Our expertise spans multiple disciplines, ensuring seamless collaboration between engineers, designers, and other specialists as we work together to overcome the most complex challenges.

In Moore Creek, New South Wales, Australia and nationwide, businesses are increasingly recognizing the value that COLETEK brings to the table. By partnering with us, you can leverage our national reputation for reliability, innovation, and capability to stay ahead of the competition and drive lasting growth and success.