AI & Machine Learning Services for Simpkins 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 Simpkins 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 Simpkins 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 Simpkins 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 you navigate the ever-changing landscape of innovation and technology, it's essential to partner with a trusted ally that has your back. At COLETEK, we've been proudly serving businesses across Simpkins Creek, New South Wales, Australia and throughout Australia since our establishment in 2001.

A multidisciplinary Australian engineering and product development company at heart, we take pride in our reputation for delivering reliable solutions that drive success. Our team of experts works closely with clients to understand their unique needs, offering tailored capabilities that adapt to the complexities of today's fast-paced business environment.

Locally based in Simpkins Creek, New South Wales, Australia, COLETEK is committed to supporting businesses in our community and beyond. We operate throughout the region, working closely with companies from diverse sectors to drive innovation, improve efficiency, and foster growth.

We don't just promise results; we deliver them through a combination of industry expertise, collaboration, and unwavering commitment. As your trusted partner, we'll work hand-in-hand with you to solve your most pressing challenges, leveraging our in-house capabilities in engineering, product development, and innovation.

From Simpkins Creek, New South Wales, Australia to other areas nationally, COLETEK is the reliable choice for businesses seeking a strong partnership that brings value, trust, and results. Whether you're an established player or a start-up looking to make your mark, we're here to empower your vision.

Join forces with us – let's build something remarkable together in Simpkins Creek, New South Wales, Australia and beyond!