AI & Machine Learning Services for Rushforth 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 Rushforth 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 Rushforth 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 Rushforth 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.

Pioneering engineering and product development solutions for over two decades, COLETEK has established itself as a trusted force across the nation. Our reputation is built on delivering reliable, innovative outcomes that drive business success. As a multidisciplinary Australian company founded in 2001, we're proud to serve businesses in Rushforth, New South Wales, Australia and beyond. With our extensive experience and expertise, we're uniquely positioned to support local businesses throughout Rushforth, New South Wales, Australia and other regions. Our team excels at bridging the gap between concept and reality, turning your vision into tangible products or solutions that meet your unique needs. Whether you're a seasoned entrepreneur or just starting out, trust COLETEK to guide your project from ideation to successful implementation. Our capabilities are wide-ranging and adaptable to various industries and applications. We thrive in fast-paced environments, leveraging our expertise across multiple disciplines to ensure seamless collaboration and effective outcomes. For businesses in Rushforth, New South Wales, Australia, this means working with a reliable partner that understands the local landscape, culture, and regulatory frameworks. At COLETEK, we take pride in fostering strong relationships with our clients, offering tailored support to help them navigate the ever-evolving product development landscape. By combining innovative thinking with real-world insight, we empower businesses in Rushforth, New South Wales, Australia to stay ahead of the curve and capitalize on opportunities as they arise. As a proud Australian company operating throughout the country, including Rushforth, New South Wales, Australia, we're committed to serving local businesses like yours. If you're seeking a trusted partner for your engineering or product development needs, let's start exploring ways to bring your vision to life.