AI & Machine Learning Services for Back 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 Back 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 Back 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 Back 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.

At COLETEK, we take pride in being a multidisciplinary Australian engineering and product development company established in 2001. Our team of experts has earned a trusted national reputation for delivering reliable solutions that meet the unique needs of businesses across various industries. As a leading provider of innovative services, we're committed to serving businesses in Back Creek, New South Wales, Australia. Whether you operate locally or have operations throughout Australia, our collaborative approach ensures seamless integration with your existing systems and processes. Our engineering prowess and product development capabilities enable us to tackle complex projects from concept to delivery, providing your organization with the confidence that your goals are achievable. COLETEK's long-standing expertise in multiple disciplines enables us to offer a comprehensive portfolio of integrated services, tailored to the distinct requirements of local businesses in Back Creek, New South Wales, Australia. We're well-equipped to take on challenges and partner with you to achieve remarkable results, leveraging our capabilities across various aspects such as engineering design, product manufacturing, testing, and quality assurance. Our extensive experience operating throughout Australia has allowed us to develop a deep understanding of the local market's unique needs, allowing us to provide bespoke solutions that cater specifically to businesses in Back Creek, New South Wales, Australia. By forging strong relationships with our clients, we're able to adapt our services to meet their evolving demands, ensuring the success and sustainability of their operations. As a premier engineering and product development company based in Back Creek, New South Wales, Australia, COLETEK is dedicated to delivering exceptional value to businesses across this vast and diverse region. Our commitment to collaboration, reliability, and capability ensures that your projects are executed efficiently and effectively, allowing you to focus on driving growth and innovation.