AI & Machine Learning Services for Spring 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 Spring 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 Spring 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 Spring 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 long-standing multidisciplinary engineering and product development company based in Spring Creek, New South Wales, Australia, we're honored to serve businesses across this picturesque region. Established in 2001, COLETEK has grown into a trusted national reputation for delivering innovative solutions that drive results.

We've had the privilege of collaborating with local entrepreneurs, family-owned businesses, and organizations of all sizes throughout Spring Creek, New South Wales, Australia. Our team's dedication to reliability and excellence has earned us a reputation as a go-to partner for those seeking expert guidance on product development and engineering projects.

As a multidisciplinary company, we bring together diverse expertise in mechanical, electrical, and software engineering. This unique capability enables us to tackle complex problems with creative solutions that meet the needs of businesses operating within Spring Creek, New South Wales, Australia.

We understand that success often depends on fostering strong relationships between stakeholders. That's why at COLETEK, we're committed to collaboration and open communication. We believe in empowering our clients by listening actively, understanding their challenges, and delivering tailored engineering and product development services tailored to their specific needs and goals.

Spring Creek, New South Wales, Australia businesses, whether you're expanding your operations or looking for innovative solutions to drive growth, we're here to support you on your journey. With our expertise honed over two decades of innovation, we're confident in helping you overcome complex challenges and seize new opportunities.