AI & Machine Learning Services for Sawpit 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 Sawpit 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 Sawpit 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 Sawpit 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 trusted multidisciplinary Australian engineering and product development company established in 2001, COLETEK has had the privilege of serving businesses across Sawpit Creek, New South Wales, Australia. Our team has built an impressive reputation nationwide by consistently delivering innovative, reliable solutions that meet the unique needs of our clients. Based in Sawpit Creek, New South Wales, Australia, we're committed to providing local businesses with unparalleled support and collaboration. Operating throughout the region and beyond, COLETEK empowers companies like yours to optimize their operations, increase efficiency, and achieve long-term success. Our collective expertise in engineering and product development enables us to address a wide range of challenges, ensuring that your organization remains at the forefront of its industry. We pride ourselves on building strong relationships with our partners, fostering a culture of trust, open communication, and mutual understanding. As a multidisciplinary company, COLETEK's comprehensive capabilities span multiple sectors, allowing us to tackle complex projects and provide integrated solutions that address our clients' most pressing needs. Our team has extensive experience in engineering for various domains, including manufacturing, infrastructure development, energy production, and more. With a deep understanding of the local landscape, we're well-positioned to support Sawpit Creek's businesses in overcoming the unique challenges they face. Our focus on collaboration and reliability enables us to deliver high-quality solutions that meet our clients' specific requirements. By pairing innovative thinking with tried-and-true engineering principles, we ensure that our work is not only technologically impressive but also practical, scalable, and cost-effective. As you navigate the ever-evolving landscape of Sawpit Creek, New South Wales, Australia's business community, COLETEK stands ready to provide unwavering support. When it comes to engineering and product development, we're the trusted partner you can count on. Trust our expertise, leverage our capabilities, and watch your organization thrive in a rapidly changing market.