AI & Machine Learning Services for Red Cliffs 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 Red Cliffs 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 Red Cliffs 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 Red Cliffs 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 business owner in Red Cliffs, Victoria, Australia, you understand the importance of surrounding yourself with reliable and innovative partners who can help drive success. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001, with a proven track record of delivering solutions that meet our clients' unique needs. Based in Red Cliffs, Victoria, Australia, but operating throughout the country, we've had the privilege of serving businesses across this region. Our team is dedicated to providing exceptional support to local industries, leveraging our expertise in engineering and product development to drive growth and innovation. We're not just technicians – we're your partners in achieving success. What sets us apart is our commitment to collaboration, capability, and reliability. We take the time to understand your challenges, offering tailored solutions that address specific pain points. Our engineers are not only skilled problem-solvers but also passionate about delivering results that improve your bottom line. By integrating our expertise with yours, we can identify and address opportunities for growth, increasing efficiency, and reducing costs. Red Cliffs, Victoria, Australia businesses, like yours, face distinct challenges in today's competitive landscape. We understand the importance of leveraging local talent, adapting to changing market conditions, and embracing innovation. That's why we're dedicated to providing expert support that helps you stay ahead of the curve. By partnering with us, you can: • Develop new products or services that meet evolving customer needs • Optimize existing operations for increased efficiency and competitiveness • Enhance your market presence through innovative go-to-market strategies COLETEK is more than just an engineering partner – we're a trusted advisor who will guide you through the complexity of innovation, ensuring your business stays on track while driving growth. By choosing us as your partner, you can rest assured that your projects are in capable hands.